From 4207adba61140e0fe853ff4410a46ca353ddde9e Mon Sep 17 00:00:00 2001 From: Art Koval Date: Thu, 9 Apr 2026 14:31:32 +0300 Subject: [PATCH] feat: add 24 Karen sales scenario benchmarks Add very_limited expert scenarios covering 24 industry verticals: adtech, aerospace, agriculture, automotive, construction, CPG, edtech, energy, fintech, gaming, government, healthcare, hospitality, insurance, legal, logistics, manufacturing, media, nonprofit, retail, sales qualification, shopify, support refund, telecom. Each scenario defines a realistic sales conversation with cd_instruction (company data), user messages, expected tool calls (vector search, CRM, kanban), and judge instructions for automated scoring. Baseline benchmark on staging with grok-4-1-fast-reasoning: avg 6.0/10 across 25 scenarios (including existing actual_support). Co-Authored-By: Claude Opus 4.6 (1M context) --- .../very_limited__adtech_attribution.yaml | 394 +++++++++++++++ .../very_limited__aerospace_supply_chain.yaml | 392 +++++++++++++++ .../very_limited__agriculture_farm_mgmt.yaml | 403 +++++++++++++++ .../very_limited__automotive_fleet_mgmt.yaml | 377 ++++++++++++++ ...ry_limited__construction_project_mgmt.yaml | 383 +++++++++++++++ .../very_limited__cpg_trade_promotion.yaml | 415 ++++++++++++++++ ...ry_limited__edtech_corporate_training.yaml | 406 ++++++++++++++++ .../very_limited__energy_solar_installer.yaml | 348 +++++++++++++ ...very_limited__fintech_payment_gateway.yaml | 384 +++++++++++++++ ...very_limited__gaming_player_analytics.yaml | 458 ++++++++++++++++++ ...y_limited__government_digital_permits.yaml | 443 +++++++++++++++++ ...ery_limited__healthcare_practice_mgmt.yaml | 383 +++++++++++++++ ...ry_limited__hospitality_hotel_revenue.yaml | 408 ++++++++++++++++ ..._limited__insurance_claims_automation.yaml | 414 ++++++++++++++++ .../very_limited__legal_practice_mgmt.yaml | 428 ++++++++++++++++ .../very_limited__logistics_saas_demo.yaml | 381 +++++++++++++++ ...y_limited__manufacturing_quality_mgmt.yaml | 384 +++++++++++++++ ...y_limited__media_podcast_monetization.yaml | 384 +++++++++++++++ .../very_limited__nonprofit_donor_mgmt.yaml | 418 ++++++++++++++++ ...ery_limited__retail_ecommerce_returns.yaml | 393 +++++++++++++++ .../very_limited__sales_qualification.yaml | 351 ++++++++++++++ .../karen/very_limited__shopify_purchase.yaml | 289 +++++++++++ .../karen/very_limited__support_refund.yaml | 309 ++++++++++++ .../very_limited__telecom_business_phone.yaml | 382 +++++++++++++++ 24 files changed, 9327 insertions(+) create mode 100644 flexus_simple_bots/karen/very_limited__adtech_attribution.yaml create mode 100644 flexus_simple_bots/karen/very_limited__aerospace_supply_chain.yaml create mode 100644 flexus_simple_bots/karen/very_limited__agriculture_farm_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__automotive_fleet_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__construction_project_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__cpg_trade_promotion.yaml create mode 100644 flexus_simple_bots/karen/very_limited__edtech_corporate_training.yaml create mode 100644 flexus_simple_bots/karen/very_limited__energy_solar_installer.yaml create mode 100644 flexus_simple_bots/karen/very_limited__fintech_payment_gateway.yaml create mode 100644 flexus_simple_bots/karen/very_limited__gaming_player_analytics.yaml create mode 100644 flexus_simple_bots/karen/very_limited__government_digital_permits.yaml create mode 100644 flexus_simple_bots/karen/very_limited__healthcare_practice_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__hospitality_hotel_revenue.yaml create mode 100644 flexus_simple_bots/karen/very_limited__insurance_claims_automation.yaml create mode 100644 flexus_simple_bots/karen/very_limited__legal_practice_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__logistics_saas_demo.yaml create mode 100644 flexus_simple_bots/karen/very_limited__manufacturing_quality_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__media_podcast_monetization.yaml create mode 100644 flexus_simple_bots/karen/very_limited__nonprofit_donor_mgmt.yaml create mode 100644 flexus_simple_bots/karen/very_limited__retail_ecommerce_returns.yaml create mode 100644 flexus_simple_bots/karen/very_limited__sales_qualification.yaml create mode 100644 flexus_simple_bots/karen/very_limited__shopify_purchase.yaml create mode 100644 flexus_simple_bots/karen/very_limited__support_refund.yaml create mode 100644 flexus_simple_bots/karen/very_limited__telecom_business_phone.yaml diff --git a/flexus_simple_bots/karen/very_limited__adtech_attribution.yaml b/flexus_simple_bots/karen/very_limited__adtech_attribution.yaml new file mode 100644 index 00000000..37dbba17 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__adtech_attribution.yaml @@ -0,0 +1,394 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's need, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting attribution accuracy, integration counts, + cookie-deprecation features, or pricing tiers β€” penalize if any of these are stated without a prior search. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT before resolving. Penalize if the assistant skips CRM logging. + When the prospect raises data privacy / cookie deprecation concerns, the assistant should ground its response + in vector search results, not fabricate compliance claims. + When the prospect mentions the competitor ("we already use Google Analytics"), the assistant should acknowledge + GA's strengths and differentiate rather than trash-talk. + BANT should reflect: Budget=1 (confirmed $2K/mo reallocation from wasted ad spend), Authority=0 (CMO must sign off), + Need=1 (blind on $200K/mo spend), Timeline=1 (Q3 planning in 6 weeks, wants data before then). + Penalize inflated BANT scores. Penalize fabricated attribution percentages or partner counts. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Know exactly which ads drive revenue", + "tagline": "Multi-touch attribution that actually works", + "website": "https://claritysignal.io", + "industry": "Advertising & Marketing / Attribution", + "company_name": "ClaritySignal" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Marketing directors and agency owners spending $50K-$1M/month on paid media across 3+ channels who lack visibility into cross-channel attribution and ROAS", + "objection_playbook": { + "price": "Most customers find 10-20% wasted spend within the first month. The platform typically pays for itself in week one.", + "complexity": "One-time tag setup takes 2-4 hours. We handle the integration with your existing ad platforms, CRM, and analytics stack.", + "trust": "30-day free trial with full data access. We also offer a proof-of-value engagement where we run attribution on your last 90 days of historical data β€” free, no commitment.", + "competitor": "GA is great for web analytics. We complement it with cross-channel attribution, incrementality testing, and media mix modeling that GA doesn't do natively.", + "privacy": "We're built for the cookieless future. Our attribution uses first-party data, probabilistic modeling, and server-side event tracking β€” no third-party cookies required. GDPR and CCPA compliant out of the box." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "Full platform access, all integrations, historical data import (90 days), dedicated onboarding specialist" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ClaritySignal is a multi-touch attribution platform for paid media. It connects to ad platforms (Google, Meta, TikTok, LinkedIn, programmatic DSPs), CRM systems (HubSpot, Salesforce), and analytics tools to show which touchpoints actually drive conversions and revenue. Features include cross-channel attribution, incrementality testing, media mix modeling, and automated budget recommendations.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Multi-touch attribution (6 models: first-touch, last-touch, linear, time-decay, position-based, data-driven), cross-channel journey mapping, incrementality testing (geo-lift and holdout), media mix modeling, automated budget reallocation recommendations, creative performance scoring, custom reporting dashboards, Slack/email alerts for anomalies, API access, white-label reports for agencies.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Marketing directors at DTC/e-commerce brands spending $50K+/month on paid media, performance marketing agencies managing multi-channel campaigns for clients, B2B SaaS companies with long sales cycles needing multi-touch attribution across paid and organic.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Tier pricing based on monthly tracked ad spend. Starter: $499/month (up to $100K/month tracked spend, 5 channels). Growth: $1,499/month (up to $500K/month, 10 channels, incrementality testing). Enterprise: custom pricing ($500K+/month, unlimited channels, media mix modeling, dedicated analyst). Annual billing: 20% discount. Stripe payments.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day money-back guarantee on first payment. Annual contracts cancellable with 60-day notice, prorated refund on unused months.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @claritysignal_support, email support@claritysignal.io, Slack Connect (Growth/Enterprise plans)", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Data discrepancy investigations, enterprise pricing, custom integrations, legal/compliance questions, data deletion requests", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific ROAS improvements or exact savings percentages without data. Never claim integrations that don't exist β€” always search first. Never share other customers' performance data. Never make GDPR/CCPA legal guarantees beyond documented compliance posture.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Priya Narayan' chat_id=72918456 + hey, someone on a marketing Slack recommended you. we spend about $200K/month on ads and I honestly have no idea what's actually working +- role: assistant + tool_calls: + - id: call_at_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mX3kR9wNqT", + "title": "Telegram private user='Priya Narayan' chat_id=72918456\nhey, someone on a marketing Slack recommended you. we spend about $200K/month on ads and I honestly have no idea what's actually working", + "details": { + "chat_id": 72918456, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hey, someone on a marketing Slack recommended you. we spend about $200K/month on ads and I honestly have no idea what's actually working", + "message_author_id": 72918456, + "message_author_name": "Priya Narayan" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mX3kR9wNqT", "title": "Telegram private user='Priya Narayan' chat_id=72918456\nhey, someone on a marketing Slack recommended you. we spend about $200K/month on ads and I honestly have no idea what's actually working", "human": "telegram:72918456"}, + ] + + Done: + [ + ] + call_id: call_at_01 +- role: title + content: "[telegram] [priya] [sales] Priya Narayan β€” $200K/mo ad spend, no attribution visibility" +- role: assistant + tool_calls: + - id: call_at_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 72918456}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '72918456'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_at_02 +- role: assistant + content: "Hey Priya\\! I'm Karen, AI assistant at ClaritySignal\\. $200K/month with no clear picture of what's driving results β€” that's a painful place to be\\. Tell me more: what channels are you running on, and what does your current reporting look like?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + we're a DTC skincare brand. running Google, Meta, TikTok, some influencer stuff, and we just started testing programmatic. each platform tells me IT is the one driving sales but the numbers don't add up when I total them. I feel like I'm flying blind and my CEO keeps asking me to justify the spend +- role: assistant + content: "Classic β€” every platform takes credit for the same conversion, so your \"total ROAS\" is 3x higher than reality\\. And then you can't cut anything because you don't know which channel actually earned it\\. What are you using to try to stitch it all together right now?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + just Google Analytics mostly. and a bunch of spreadsheets my analyst puts together every month. it takes her like 2 full days to pull it all together and even then it's basically just last-click attribution. I know last-click is garbage for us because our customers usually see 4-5 touchpoints before buying +- role: assistant + tool_calls: + - id: call_at_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "multi-touch attribution models cross-channel journey Google Analytics complement"}' +- role: tool + content: |+ + For your query 'multi-touch attribution models cross-channel journey Google Analytics complement' found 4 results in database of 2400 chunks across 52 indexed documents. + + + ClaritySignal offers 6 attribution models: first-touch, last-touch, linear, time-decay, position-based, and data-driven (ML-based). The data-driven model uses Shapley values to assign fractional credit across all touchpoints based on actual conversion patterns β€” not rules. Customers typically discover 15-30% of budget is allocated to channels that aren't incrementally contributing. + + + + ClaritySignal integrates with Google Analytics as a data source but goes beyond it: cross-channel journey mapping shows the full path from first ad impression to purchase across Google, Meta, TikTok, programmatic, email, and organic. GA tracks web sessions; ClaritySignal tracks revenue attribution across the entire media mix. + + + call_id: call_at_03 +- role: assistant + content: |- + Yeah β€” GA is solid for web analytics, but it wasn't built to answer "which of my 5 channels actually caused this sale\." It sees sessions, not cross\-channel journeys\. + + That's exactly what ClaritySignal does\. We connect to all your ad platforms \(Google, Meta, TikTok, programmatic\) and your store, then map the full customer journey β€” all 4\-5 touchpoints\. Instead of last\-click guessing, you get a data\-driven model that assigns credit based on what actually moves the needle\. + + Most customers find 15\-30% of their spend is going to channels that aren't incrementally contributing\. On $200K/month, that's $30\-60K/month you might be lighting on fire\. + + What would it mean for you if you could walk into your CEO's office with a clear breakdown of exactly where revenue comes from? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + honestly that would change my life. my CEO is data-driven and right now I'm basically saying "trust me it's working" which is not a great look. but here's my concern β€” with all the cookie deprecation stuff and privacy regulations, how reliable can any attribution tool really be in 2026? I feel like the whole tracking landscape is falling apart +- role: assistant + tool_calls: + - id: call_at_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "cookieless attribution first-party data privacy GDPR CCPA server-side tracking"}' +- role: tool + content: |+ + For your query 'cookieless attribution first-party data privacy GDPR CCPA server-side tracking' found 3 results in database of 2400 chunks across 52 indexed documents. + + + ClaritySignal is built for the cookieless era. Attribution relies on first-party data (your own customer records, purchase data, CRM), probabilistic modeling for anonymous touchpoints, and server-side event tracking via Conversions API integrations with Google, Meta, and TikTok. No third-party cookies required. GDPR and CCPA compliant: data processing agreements available, user-level data anonymization options, and right-to-deletion support built in. + + + + Privacy-first architecture: ClaritySignal never stores raw PII in attribution models. Customer identifiers are hashed (SHA-256) before matching. All data is processed in SOC 2 Type II certified infrastructure. Data residency options available for EU customers (Frankfurt region). + + + call_id: call_at_04 +- role: assistant + content: |- + Really fair concern β€” and honestly, it's the right question to ask any attribution vendor in 2026\. + + ClaritySignal was built for exactly this reality\. We don't rely on third\-party cookies at all\. Instead: + + *First\-party data*: your own customer records, purchase data, CRM + *Server\-side tracking*: Conversions API integrations with Google, Meta, TikTok β€” data goes server\-to\-server, bypasses browser restrictions entirely + *Probabilistic modeling*: for anonymous touchpoints we can't match deterministically + + On privacy: GDPR and CCPA compliant, SOC 2 Type II certified infrastructure, PII is hashed before it ever enters the attribution model\. We can send you the data processing agreement if your legal team needs it\. + + The tracking landscape *is* changing β€” but that's actually why tools like this exist\. GA's attribution got worse as cookies disappeared\. Ours got better because we don't depend on them\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + ok that's reassuring. what does this cost? we're not a huge company, I need to be careful about adding another tool to the stack +- role: assistant + tool_calls: + - id: call_at_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing tiers monthly tracked ad spend cost plans"}' +- role: tool + content: |+ + For your query 'pricing tiers monthly tracked ad spend cost plans' found 2 results in database of 2400 chunks across 52 indexed documents. + + + Pricing tiers based on monthly tracked ad spend: + - Starter: $499/month (up to $100K/month tracked spend, 5 channels) + - Growth: $1,499/month (up to $500K/month, 10 channels, incrementality testing) + - Enterprise: custom pricing ($500K+/month, unlimited channels, media mix modeling, dedicated analyst) + + Annual billing: 20% discount. 30-day money-back guarantee on first payment. + + + call_id: call_at_05 +- role: assistant + content: |- + At $200K/month in tracked spend, you'd be on the Growth plan: *$1,499/month*\. + + That gets you up to $500K/month tracked spend, 10 channels, all 6 attribution models, cross\-channel journey mapping, and incrementality testing\. + + Here's how I'd frame it for your CEO: if the platform finds even 10% of your $200K is going to non\-performing channels, that's $20K/month recovered β€” 13x the cost of the tool\. And most customers find 15\-30%\. + + Annual billing brings it to \~$1,199/month \(20% off\)\. There's also a 30\-day money\-back guarantee\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + $1,500/mo is doable if it actually saves us that much. I could reallocate from the wasted spend. problem is I can't sign off alone β€” my CMO needs to approve any new vendor. and she's going to ask "why not just use the attribution in GA4, it's free" +- role: assistant + content: |- + Good β€” that's the exact conversation I'd want you to be ready for\. + + For the "why not GA4" question: GA4's attribution is web\-session based\. It can't see your TikTok view\-through conversions, it doesn't connect to your programmatic DSP, and it has no incrementality testing\. It tells you what happened on your website β€” ClaritySignal tells you which *ads* caused people to show up there in the first place\. + + Think of it this way: GA4 is your web analytics\. ClaritySignal is your media investment analytics\. They work together\. + + For your CMO, here's what I'd suggest: we offer a free proof\-of\-value where we run attribution on your last 90 days of historical data\. No commitment, no cost\. Your CMO sees real numbers β€” your actual channels, your actual wasted spend β€” before anyone signs anything\. + + Want me to set that up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + wait, you can run it on our historical data without us committing? that's actually perfect because our Q3 planning starts in about 6 weeks and I need data to back up my budget requests. yeah let's do that. priya@luminousskin.co +- role: assistant + tool_calls: + - id: call_at_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Priya", "contact_last_name": "Narayan", "contact_email": "priya@luminousskin.co", "contact_notes": "Marketing Director at Luminous Skin (DTC skincare). Spending $200K/month across Google, Meta, TikTok, influencer, and programmatic. No cross-channel attribution β€” relying on GA4 last-click and manual spreadsheets (analyst spends 2 days/month). CEO pressuring to justify spend. Concerned about cookie deprecation and privacy β€” addressed with first-party data / server-side tracking architecture. CMO must approve new vendors. Q3 planning in 6 weeks, needs attribution data to back budget requests. Signed up for free 90-day historical proof-of-value.", "contact_tags": ["lead", "dtc", "skincare", "multi-channel"], "contact_bant_score": 3}}' + - id: call_at_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Priya Narayan / Luminous Skin β€” Multi-Channel Attribution (Growth)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Rk7mT4wN + call_id: call_at_06 +- role: tool + content: |- + βœ… Created: deal_Bq5nJ2xK + call_id: call_at_07 +- role: assistant + tool_calls: + - id: call_at_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rk7mT4wN", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” multi-channel attribution, proof-of-value", "summary": "Priya Narayan (Marketing Director, Luminous Skin β€” DTC skincare) spending $200K/mo on ads across 5 channels with zero cross-channel attribution. Currently using GA4 last-click + manual spreadsheets. CEO pressuring for spend justification. Addressed: cookie deprecation concerns (first-party data, server-side tracking, no 3P cookies), GA4 competitor comparison (web analytics vs media investment analytics), pricing (Growth plan $1,499/mo, 13x ROI if 10% waste found). CMO must approve. Q3 planning in 6 weeks β€” needs data before then. Signed up for free 90-day historical proof-of-value engagement. BANT: Budget=1 (confirmed $1.5K/mo reallocation from wasted spend), Authority=0 (CMO must sign off), Need=1 (blind on $200K/mo, CEO pressure), Timeline=1 (Q3 planning in 6 weeks)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_at_08 +- role: assistant + content: |- + Done\! Here's what happens next: + + 1\. Our onboarding team will reach out at priya@luminousskin\.co to set up the historical data import β€” they'll need read\-only access to your Google, Meta, and TikTok ad accounts, plus your store data\. + 2\. Within about a week, you'll have a full attribution report on your last 90 days β€” real channels, real numbers\. + 3\. That gives you and your CMO concrete data well before Q3 planning\. + + No cost, no commitment for the proof\-of\-value\. If the numbers make sense, we talk Growth plan\. If not, you still walk away with useful data\. + + Anything else before I send this off? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Narayan + + no that's everything. thanks Karen, this is exactly what I needed. talk soon +- role: assistant + tool_calls: + - id: call_at_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Priya Narayan, Marketing Director at Luminous Skin (DTC skincare). Spending $200K/mo across Google, Meta, TikTok, influencer, programmatic β€” no cross-channel attribution, relying on GA4 last-click and manual spreadsheets. CEO pressuring for spend justification. Addressed cookie deprecation concerns (first-party data, server-side, no 3P cookies), GA4 differentiation (web analytics vs media attribution), and pricing (Growth $1,499/mo, ROI case at 10% waste = $20K/mo savings). CMO must approve new vendors. Q3 planning in 6 weeks. Signed up for free 90-day historical proof-of-value. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mX3kR9wNqT + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_at_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__aerospace_supply_chain.yaml b/flexus_simple_bots/karen/very_limited__aerospace_supply_chain.yaml new file mode 100644 index 00000000..2c57932a --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__aerospace_supply_chain.yaml @@ -0,0 +1,392 @@ +judge_instructions: | + The assistant should follow C.L.O.S.E.R.: let the prospect verbalize the pain (failed ITAR audit), + label it back, ask what they've tried (spreadsheets, manual tracking), sell the outcome (automated + compliance traceability), handle objections (classified data / FedRAMP / security clearance), reinforce. + The assistant must use flexus_vector_search() before quoting compliance features, pricing tiers, + deployment options, or security certifications β€” penalize if stated without a prior search. + When the prospect raises classified data handling or FedRAMP requirements, the assistant should + offer to connect with a human (compliance/sales engineering) rather than making security promises. + BANT should reflect: Budget=1 (confirmed $5K/mo budget approved after audit failure), Authority=0 + (needs VP of Programs sign-off), Need=1 (urgent β€” nearly lost a prime contract), Timeline=1 + (procurement window open, need solution before next DCMA audit in 90 days). + Penalize inflated BANT scores. Penalize fabricated ITAR/EAR regulation details or compliance certifications. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Defense supply chain compliance without the spreadsheet chaos", + "tagline": "Parts traceability and ITAR compliance on autopilot", + "website": "https://shieldtrace.com", + "industry": "Aerospace & Defense / Compliance SaaS", + "company_name": "ShieldTrace" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-size defense subcontractors (Tier 2/3 suppliers) with 50-500 employees who need ITAR/EAR compliance tracking, parts provenance, and audit-ready documentation across multi-tier supply chains", + "objection_playbook": { + "price": "A single ITAR violation fine starts at $500K. Our annual cost is less than one hour of a compliance attorney's billable rate for violation remediation.", + "security": "FedRAMP Moderate authorized, data encrypted at rest (AES-256) and in transit (TLS 1.3), deployed on GovCloud. We can discuss IL4/IL5 options with our security engineering team.", + "complexity": "Most suppliers onboard in under 2 weeks. We import from your existing ERP (SAP, Oracle, Epicor) and map parts automatically. No rip-and-replace.", + "trust": "200+ defense subcontractors on the platform. DCMA-accepted audit reports. References from Tier 2 suppliers in similar verticals available on request." + }, + "trial": { + "duration_days": 0, + "credit_card_required": false, + "includes": "No free trial (ITAR data handling restrictions). Instead: 30-day proof of concept with a dedicated solutions engineer, using your actual parts data in an isolated sandbox. 60-day money-back guarantee." + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ShieldTrace is a supply chain compliance platform purpose-built for defense subcontractors. We automate ITAR/EAR classification tracking, parts provenance across multi-tier supply chains, end-use monitoring, and audit-ready documentation. The platform maintains a live compliance graph linking every part to its origin, classification, and export control status across your entire supplier network.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Automated ITAR/EAR classification engine, multi-tier supplier parts traceability, real-time compliance dashboard, DCMA audit-ready report generation, ERP integration (SAP, Oracle, Epicor, Costpoint), automated DDTC registration tracking, end-use certificate management, supplier risk scoring, change-order compliance impact analysis, FedRAMP Moderate authorized.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Tier 2/3 defense subcontractors (50-500 employees), aerospace MRO shops needing parts traceability, defense primes looking to push compliance visibility down their supply chain, companies undergoing DCMA audits or recovering from compliance findings.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Annual subscription, priced by supplier-tier count and part volume. Essentials: $3,000/month (up to 5,000 tracked parts, 20 suppliers). Professional: $6,000/month (up to 25,000 parts, 100 suppliers, includes ERP integration). Enterprise: custom pricing (unlimited parts/suppliers, dedicated CSM, IL4/IL5 deployment options). All plans include compliance dashboard and DCMA audit reports. ACH or wire transfer. Net-30 terms available for government contractors.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "60-day money-back guarantee on subscription fees for new customers. Pro-rated refund if canceling mid-term after the guarantee period.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @shieldtrace_support, email support@shieldtrace.com, phone (Professional/Enterprise): +1-703-555-0238", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Classified data handling questions, FedRAMP/IL4/IL5 deployment, ITAR violation remediation, government contract requirements, enterprise pricing, security clearance discussions", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never provide legal interpretations of ITAR/EAR regulations β€” always recommend consulting export control counsel. Never guarantee specific audit outcomes. Never claim to handle classified (CUI/FOUO/Secret) data unless the customer is on an IL4/IL5 deployment β€” always search first. Never promise compliance certifications not yet obtained. Never discuss other customers' defense programs or contracts.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Megan Torres' chat_id=72839156 + hi β€” we almost lost our Raytheon subcontract last quarter because of an ITAR compliance gap. looking for something better than spreadsheets +- role: assistant + tool_calls: + - id: call_as_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "kT9rW4nPmB", + "title": "Telegram private user='Megan Torres' chat_id=72839156\nhi \u2014 we almost lost our Raytheon subcontract last quarter because of an ITAR compliance gap. looking for something better than spreadsheets", + "details": { + "chat_id": 72839156, + "chat_type": "private", + "message_id": 3407, + "attachments": [], + "message_text": "hi \u2014 we almost lost our Raytheon subcontract last quarter because of an ITAR compliance gap. looking for something better than spreadsheets", + "message_author_id": 72839156, + "message_author_name": "Megan Torres" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "kT9rW4nPmB", "title": "Telegram private user='Megan Torres' chat_id=72839156\nhi \u2014 we almost lost our Raytheon subcontract last quarter because of an ITAR compliance gap. looking for something better than spreadsheets", "human": "telegram:72839156"}, + ] + + Done: + [ + ] + call_id: call_as_01 +- role: title + content: "[telegram] [megan] [sales] Megan Torres β€” ITAR compliance gap, nearly lost Raytheon subcontract" +- role: assistant + tool_calls: + - id: call_as_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 72839156}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '72839156'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_as_02 +- role: assistant + content: "Hey Megan\\. I'm Karen, AI assistant at ShieldTrace\\. Almost losing a prime contract over compliance β€” that's a rough spot to be in\\. Can you tell me more about what happened? What did the auditors flag?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + we're a Tier 2 supplier, about 180 people. we make avionics housings and connectors. the DCMA auditor found that we couldn't trace the origin of 3 titanium alloy lots back through our sub-suppliers. it took us 6 weeks of scrambling through emails and spreadsheets to reconstruct the chain. Raytheon put us on probation +- role: assistant + content: "6 weeks to trace 3 lots β€” and that's with your team dropping everything to do it\\. I can see why spreadsheets aren't cutting it anymore\\. How many suppliers are you tracking parts through right now?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + about 40 direct suppliers but some of those source from their own subs so the real number is probably 80+. we have no visibility past tier 1 honestly. that's what killed us β€” the titanium came from a tier 3 supplier in a country that wasn't on our approved list and nobody caught it +- role: assistant + tool_calls: + - id: call_as_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "multi-tier supplier traceability parts provenance origin tracking"}' +- role: tool + content: |+ + For your query 'multi-tier supplier traceability parts provenance origin tracking' found 3 results in database of 2400 chunks across 52 indexed documents. + + + ShieldTrace maintains a live compliance graph linking every part to its origin, classification, and export control status across your entire supplier network β€” not just Tier 1, but all the way down. When a supplier onboards a new sub-supplier or sources from a new country, the system flags it automatically against your approved country list and ITAR/EAR classifications. + + + + Supplier onboarding: ShieldTrace sends automated questionnaires to your sub-suppliers, collecting origin data, certifications, and end-use declarations. Most Tier 1 suppliers complete onboarding in 3-5 days. Tier 2/3 visibility builds automatically as suppliers add their own sources. + + + call_id: call_as_03 +- role: assistant + content: |- + That's exactly the gap that burns people β€” Tier 1 looks clean, but the exposure is two levels down where you have zero visibility\. + + So here's what ShieldTrace does: we build a live compliance graph across your entire supplier network β€” not just your direct 40, but their subs too\. Every part is linked to its origin, ITAR/EAR classification, and export control status\. If a Tier 3 supplier sources from a non\-approved country, the system flags it automatically *before* it becomes a finding\. + + Your suppliers get automated onboarding questionnaires β€” most Tier 1s complete it in 3\-5 days, and the deeper tiers build out from there\. + + Would that have caught the titanium issue? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + yes that would have caught it months earlier. ok but here's my concern β€” we deal with ITAR-controlled technical data. some of our drawings are export-controlled. where does your platform actually store this data? I can't have defense technical data sitting on some shared cloud +- role: assistant + tool_calls: + - id: call_as_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "FedRAMP GovCloud data security ITAR technical data storage encryption"}' +- role: tool + content: |+ + For your query 'FedRAMP GovCloud data security ITAR technical data storage encryption' found 3 results in database of 2400 chunks across 52 indexed documents. + + + ShieldTrace is FedRAMP Moderate authorized and deployed on AWS GovCloud (US). All data is encrypted at rest (AES-256) and in transit (TLS 1.3). ITAR-controlled technical data is stored in isolated, US-person-only accessible environments. Platform access requires US person verification for any ITAR-restricted workspace. + + + + For customers requiring higher security postures (CUI, IL4/IL5), ShieldTrace offers dedicated deployment options with additional access controls and network isolation. Contact our security engineering team for IL4/IL5 requirements. + + + call_id: call_as_04 +- role: assistant + content: |- + Good question β€” this is non\-negotiable in defense, so let me be specific\. + + ShieldTrace is FedRAMP Moderate authorized, deployed on AWS GovCloud\. All data encrypted at rest \(AES\-256\) and in transit \(TLS 1\.3\)\. ITAR\-controlled workspaces are isolated and restricted to US persons only\. + + That said β€” if you're dealing with anything that falls under CUI or you need IL4/IL5 level controls, I'd want to connect you with our security engineering team rather than me guessing at your classification levels\. They can walk through your specific data types and make sure the deployment matches\. Want me to set that up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + FedRAMP Moderate on GovCloud is fine for what we need right now. we're not handling classified, just ITAR controlled unclassified. what does this cost? we got budget approval after the audit mess β€” my boss signed off on up to $5K/month for a compliance tool +- role: assistant + tool_calls: + - id: call_as_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing plans subscription cost per month parts suppliers"}' +- role: tool + content: |+ + For your query 'pricing plans subscription cost per month parts suppliers' found 2 results in database of 2400 chunks across 52 indexed documents. + + + Pricing tiers (annual subscription): + - Essentials: $3,000/month (up to 5,000 tracked parts, 20 suppliers). Includes compliance dashboard and DCMA audit reports. + - Professional: $6,000/month (up to 25,000 parts, 100 suppliers). Includes ERP integration (SAP, Oracle, Epicor, Costpoint), advanced supplier risk scoring, and change-order compliance impact analysis. + - Enterprise: custom pricing (unlimited parts/suppliers, dedicated CSM, IL4/IL5 deployment options). + All plans billed annually. Net-30 terms available for government contractors. + + + call_id: call_as_05 +- role: assistant + content: |- + With 40\+ direct suppliers and likely thousands of tracked parts, here's what fits: + + *Essentials*: $3,000/month β€” up to 5,000 parts, 20 suppliers\. Includes compliance dashboard and DCMA audit\-ready reports\. + + *Professional*: $6,000/month β€” up to 25,000 parts, 100 suppliers\. Adds ERP integration, supplier risk scoring, and change\-order compliance impact analysis\. + + At 40 direct suppliers \(and 80\+ total\), you'd need Professional to get full multi\-tier coverage\. That's above your $5K approval, but it includes the ERP integration β€” what system are you on now? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + we're on Epicor. and yeah $6K is above what I got approved. the Essentials plan won't cover our supplier count either. I'd need to go back to my VP of Programs to get the extra budget approved. she's supportive after the Raytheon scare but I need to show her something concrete +- role: assistant + content: |- + Makes sense β€” after what happened with Raytheon, the business case practically writes itself: one ITAR violation fine starts at $500K\. A $6K/month tool is insurance\. + + Here's what I'd suggest: we can set up a 30\-day proof of concept with a dedicated solutions engineer\. They'll import a subset of your Epicor data into an isolated sandbox and build out traceability for a few of your critical programs\. Your VP gets to see real results with your actual parts data before committing\. + + No charge for the POC\. If it doesn't prove the value, you walk away\. + + Would that give your VP what she needs to greenlight it? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + a POC with our actual Epicor data would be exactly what she'd want to see. when can we start? our next DCMA audit is in about 90 days and I do NOT want a repeat of last time +- role: assistant + tool_calls: + - id: call_as_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Megan", "contact_last_name": "Torres", "contact_notes": "Compliance officer at Tier 2 defense subcontractor (~180 employees). Manufactures avionics housings and connectors. Nearly lost Raytheon subcontract after DCMA auditor found untraceable titanium alloy lots from non-approved Tier 3 country. Currently tracking 40+ direct suppliers (80+ total) via spreadsheets. On Epicor ERP. Budget approved for $5K/mo after audit failure, needs VP of Programs sign-off for $6K Professional plan. DCMA audit in ~90 days. Wants 30-day POC with actual Epicor data.", "contact_tags": ["lead", "defense", "tier-2-supplier", "itar", "compliance-recovery"], "contact_bant_score": 3}}' + - id: call_as_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Megan Torres / Avionics Supplier β€” ITAR Compliance Platform (Professional)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Rm8nK3pW + call_id: call_as_06 +- role: tool + content: |- + βœ… Created: deal_Bv6tJ2xN + call_id: call_as_07 +- role: assistant + tool_calls: + - id: call_as_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rm8nK3pW", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” ITAR compliance platform after Raytheon audit finding", "summary": "Megan Torres, compliance officer at Tier 2 defense subcontractor (180 people, avionics housings/connectors). Nearly lost Raytheon subcontract β€” DCMA auditor found 3 titanium alloy lots untraceable through Tier 3 supply chain from non-approved country. 6 weeks to reconstruct provenance manually. 40+ direct suppliers (80+ total), zero visibility past Tier 1. On Epicor ERP. Addressed: multi-tier traceability, auto-flagging of non-approved origins, FedRAMP Moderate/GovCloud security. Pricing: Professional plan ($6K/mo) needed for supplier count β€” above $5K/mo approved budget. VP of Programs must approve delta. Proposed 30-day POC with actual Epicor data. Next DCMA audit in ~90 days. BANT: Budget=1 ($5K approved, $6K needed β€” small delta, strong business case post-audit), Authority=0 (needs VP of Programs sign-off), Need=1 (urgent β€” nearly lost prime contract, audit in 90 days), Timeline=1 (active procurement, 90-day deadline). ESCALATION: solutions engineering for POC setup + Epicor integration."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_as_08 +- role: assistant + content: |- + Good timing β€” let's get ahead of that audit\. + + Here's the plan: + 1\. I'm connecting you with our solutions engineering team to kick off the POC\. They'll coordinate the Epicor data import and sandbox setup\. + 2\. POC runs 30 days β€” your VP sees real traceability on your actual programs\. + 3\. If it proves out, you're live well before the 90\-day audit window\. + + Can you share your email so the solutions team can reach out directly? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Megan Torres + + megan.torres@aerolinkcorp.com β€” and thanks Karen, this is the first tool I've looked at that actually understands what defense suppliers deal with. talk soon +- role: assistant + tool_calls: + - id: call_as_09 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "patch", "args": {"contact_id": "cnt_Rm8nK3pW", "contact_email": "megan.torres@aerolinkcorp.com"}}' +- role: tool + content: |- + βœ… Updated: cnt_Rm8nK3pW + call_id: call_as_09 +- role: assistant + tool_calls: + - id: call_as_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Megan Torres, compliance officer at AeroLink Corp (Tier 2 defense subcontractor, 180 employees, avionics housings/connectors). Nearly lost Raytheon subcontract after DCMA finding β€” untraceable titanium lots from non-approved Tier 3 country. 40+ direct suppliers, 80+ total, zero visibility past Tier 1. On Epicor ERP. Addressed multi-tier traceability, auto-flagging, FedRAMP Moderate/GovCloud security. Professional plan ($6K/mo) above $5K approved β€” needs VP of Programs sign-off. Proposed 30-day POC with Epicor data. Next DCMA audit in ~90 days. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). ESCALATION: solutions engineering for POC setup. Email: megan.torres@aerolinkcorp.com. CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done kT9rW4nPmB + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_as_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__agriculture_farm_mgmt.yaml b/flexus_simple_bots/karen/very_limited__agriculture_farm_mgmt.yaml new file mode 100644 index 00000000..0ea0d292 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__agriculture_farm_mgmt.yaml @@ -0,0 +1,403 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's need, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT before resolving. Penalize if the assistant skips CRM logging. + Penalize if the assistant fabricates product/pricing info not grounded in policy docs or vector search results. + Penalize hard-sell tactics, pressure, or dismissing the prospect's concerns about technology adoption. + The prospect is a skeptical, practical farmer β€” the assistant should match that energy (direct, no-nonsense, + concrete numbers over buzzwords). Penalize excessive jargon, condescension, or "tech bro" language. + The prospect raises two objections: (1) rural connectivity / reliability without internet, and + (2) skepticism about ROI on tech for farming. Both should be addressed with vector search grounding. + BANT should reflect: Budget=1 (confirmed cooperative has allocated budget for field tech), + Authority=0 (cooperative board must approve purchases over $10K), Need=1 (compliance audit in 3 months), + Timeline=1 (must be operational before September audit). Score=3. + Penalize inflated BANT scores. Penalize if Authority is scored 1 β€” he explicitly says the board decides. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Farm data you can actually use", + "tagline": "From soil to spreadsheet β€” precision agriculture made simple", + "website": "https://terrafieldag.com", + "industry": "Agriculture / Agritech", + "company_name": "TerraField" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-size row crop operations (500-10,000 acres), agricultural cooperatives, and farm management companies needing traceability, input tracking, and compliance documentation", + "objection_playbook": { + "price": "Our per-acre pricing means you only pay for what you farm. A 2,000-acre operation runs $3,400-$5,000/year depending on plan β€” less than the cost of one misapplied fertilizer pass.", + "complexity": "Most growers are up and running in a day. The app works on any phone, and our field team does on-site setup if you want hands-on help.", + "trust": "We're used by 1,200+ operations across 14 states. We grew up in ag β€” our founders ran a 4,000-acre corn/soy operation before building this.", + "connectivity": "The mobile app works fully offline β€” sync when you're back in range. Sensor gateways store 30 days of data locally and upload over cellular or Wi-Fi. Works on 4G/LTE; no broadband needed." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "Full platform access, 5 free soil-moisture sensors for the trial period, on-site setup call with our agronomist" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "TerraField is a precision agriculture platform for row crop operations. It combines IoT soil-moisture and weather sensors with a field-management app for input tracking (seed, fertilizer, chemicals), spray record logging, crop scouting, yield mapping, and compliance reporting. All data feeds into per-field profitability dashboards so growers know which fields make money and which don't.", + "q": "What is the product?" + }, + "question02-features": { + "a": "IoT soil-moisture and micro-weather sensors, offline-capable mobile app, spray/application record logging with GPS, per-field input cost tracking, yield-vs-cost profitability dashboards, compliance report generator (organic cert, GAP, USDA audits), variable-rate prescription map export (compatible with John Deere, Case IH, AGCO), crop scouting with photo geo-tagging, multi-farm and cooperative roll-up views.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Row crop operations 500-10,000 acres (corn, soy, wheat, cotton), agricultural cooperatives managing multiple member farms, farm management companies, operations facing organic/GAP certification audits.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "Sensors ship free via FedEx Ground (3-5 business days). Expedited shipping available at cost. On-site installation included for Growth and Enterprise plans.", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-acre annual pricing. Starter: $1.70/acre/year (up to 1,000 acres, app only, no sensors). Growth: $2.50/acre/year (up to 5,000 acres, includes 1 sensor per 200 acres, compliance reports, agronomist onboarding call). Enterprise: custom pricing (5,000+ acres or cooperatives, dedicated support, API access, cooperative roll-up dashboards). Sensors beyond included allotment: $150/unit one-time purchase or $8/unit/month rental. Annual billing, pay after harvest option available for qualified operations.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day money-back guarantee on software subscription. Sensors returnable within 30 days if undamaged. Rental sensors returned at end of subscription.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @terrafield_support, email support@terrafieldag.com, phone (Growth/Enterprise): 1-800-555-FARM (3276). Seasonal extended hours during planting and harvest (6am-10pm CT).", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Sensor hardware failures, compliance/audit certification questions, enterprise/cooperative pricing, data export for legal proceedings", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific yield increases or ROI percentages. Never provide agronomic advice (fertilizer rates, pesticide selection) β€” refer to their agronomist or local extension office. Never promise compliance certification outcomes β€” we provide the documentation tools, not the certification itself. Never share other operations' data.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Gary Hensler' chat_id=74821956 + hey, someone at the co-op meeting mentioned you guys. I manage about 2400 acres of corn and soy for our cooperative and the organic cert audit is coming up in September. right now all our spray records are in binders and I'm losing my mind +- role: assistant + tool_calls: + - id: call_ag_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mK3nR7wLpQ", + "title": "Telegram private user='Gary Hensler' chat_id=74821956\nhey, someone at the co-op meeting mentioned you guys. I manage about 2400 acres of corn and soy for our cooperative and the organic cert audit is coming up in September. right now all our spray records are in binders and I'm losing my mind", + "details": { + "chat_id": 74821956, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hey, someone at the co-op meeting mentioned you guys. I manage about 2400 acres of corn and soy for our cooperative and the organic cert audit is coming up in September. right now all our spray records are in binders and I'm losing my mind", + "message_author_id": 74821956, + "message_author_name": "Gary Hensler" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mK3nR7wLpQ", "title": "Telegram private user='Gary Hensler' chat_id=74821956\nhey, someone at the co-op meeting mentioned you guys. I manage about 2400 acres of corn and soy for our cooperative and the organic cert audit is coming up in September. right now all our spray records are in binders and I'm losing my mind", "human": "telegram:74821956"}, + ] + + Done: + [ + ] + call_id: call_ag_01 +- role: title + content: "[telegram] [gary] [sales] Gary Hensler β€” organic cert audit, spray records chaos" +- role: assistant + tool_calls: + - id: call_ag_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 74821956}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '74821956'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_ag_02 +- role: assistant + content: "Hey Gary\\! I'm Karen, AI assistant at TerraField\\. Binders full of spray records with an audit coming β€” I've heard that one a few times\\. Before I get into what we do, tell me more: is it mainly the spray logs that are the headache, or is the whole input tracking situation a mess?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + it's the whole thing honestly. spray records are the worst because the auditor wants dates, rates, GPS coordinates, wind speed, all of it. but I also can't tell you which of our 18 fields actually made money last year. the corn looked great but between seed, fert, and custom hire costs I have no idea if some of those fields were underwater +- role: assistant + content: "So two problems: audit\\-ready spray documentation, and knowing which fields are actually profitable vs just busy\\. That sound right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + yeah exactly. we tried a spreadsheet system a few years back but nobody kept up with it. half the guys entering data were doing it wrong and it was more work than the binders. I'm not against technology but it has to be dead simple or it won't get used out here +- role: assistant + tool_calls: + - id: call_ag_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "spray record logging GPS application tracking mobile app offline simple"}' +- role: tool + content: |+ + For your query 'spray record logging GPS application tracking mobile app offline simple' found 4 results in database of 2400 chunks across 52 indexed documents. + + + TerraField's mobile app logs spray and application records with automatic GPS coordinates, timestamp, and weather data pulled from on-field micro-weather sensors or nearest NOAA station. The applicator opens the app, selects the field, picks the product from the input library, enters the rate, and hits save. Total time per entry: under 60 seconds. Records include all fields required for NOP (National Organic Program) and GAP audits. + + + + The TerraField mobile app works fully offline. All data entry, scouting photos, and field notes are stored locally and sync automatically when cellular or Wi-Fi signal is available. Typical sync backlog clears in under 2 minutes. No data is lost if the phone dies β€” entries are saved to local storage immediately. + + + call_id: call_ag_03 +- role: assistant + content: |- + Totally fair β€” if the spreadsheet was more work than the binders, it wasn't solving the problem\. + + Here's how TerraField handles spray records: your applicator opens the app on their phone, picks the field, picks the product, enters the rate, and hits save\. GPS coordinates, timestamp, and weather data get pulled in automatically β€” no manual entry for those\. Under 60 seconds per record\. And it captures everything NOP and GAP auditors ask for\. + + The app works fully offline, which matters if your fields are anything like most β€” patchy signal at best\. Data saves locally and syncs when you're back in range\. + + On the profitability side: every input you log \(seed, fert, chemical, custom hire\) gets tied to the specific field\. At the end of the season you get a per\-field cost\-vs\-yield breakdown\. No more guessing which fields are making money\. + + What do you think β€” does that match what you'd need? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + the offline thing is important because half our fields have zero cell service. but what about the sensors you guys have? our co-op rep mentioned soil moisture sensors. I'm not putting $50,000 of electronics in a cornfield that gets flooded every other spring +- role: assistant + tool_calls: + - id: call_ag_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "sensor pricing durability weather-resistant field conditions hardware cost per unit"}' +- role: tool + content: |+ + For your query 'sensor pricing durability weather-resistant field conditions hardware cost per unit' found 3 results in database of 2400 chunks across 52 indexed documents. + + + TerraField soil-moisture sensors are IP67-rated (dust-tight, submersible to 1 meter for 30 minutes). Designed for field conditions: operating temperature -40Β°F to 140Β°F, UV-resistant housing. Battery life: 3 years typical (replaceable). Sensor gateways store 30 days of readings locally and transmit over 4G/LTE cellular β€” no Wi-Fi or broadband required. Each gateway covers sensors within a 1-mile radius. + + + + Sensor pricing: $150/unit one-time purchase or $8/unit/month rental. Growth plan (up to 5,000 acres) includes 1 sensor per 200 acres at no additional cost. For a 2,000-acre operation on Growth plan, that's 10 included sensors. Additional sensors available at the per-unit rate. Rental sensors are replaced free if damaged by normal field conditions (flooding, hail, equipment contact). + + + call_id: call_ag_04 +- role: assistant + content: |- + Good question β€” nobody wants to watch expensive hardware float downstream\. + + The sensors are IP67\-rated: dust\-tight, can sit underwater for 30 minutes\. Operating range is \-40 to 140 degrees F\. They're built for field conditions, not a lab\. + + On cost: you wouldn't be anywhere near $50K\. On the Growth plan for 2,400 acres, you'd get about 12 sensors included in the subscription\. If you wanted more, they're $150 each to buy or $8/month to rent\. Rental sensors get replaced free if they're damaged by flooding, hail, or equipment β€” normal field stuff\. + + The gateways that collect sensor data run on 4G/LTE cellular, not Wi\-Fi\. They store 30 days of readings locally, so even if cell signal drops for a while, nothing is lost\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + ok that's more reasonable than I expected. what would the whole thing cost us for 2400 acres? and be straight with me, I've been farming 32 years and I've seen a lot of fancy software come and go +- role: assistant + tool_calls: + - id: call_ag_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per acre Growth plan 2000 acres annual cost pay after harvest"}' +- role: tool + content: |+ + For your query 'pricing per acre Growth plan 2000 acres annual cost pay after harvest' found 3 results in database of 2400 chunks across 52 indexed documents. + + + Per-acre annual pricing: + - Starter: $1.70/acre/year (up to 1,000 acres, app only, no sensors included) + - Growth: $2.50/acre/year (up to 5,000 acres, includes 1 sensor per 200 acres, compliance reports, agronomist onboarding call) + - Enterprise: custom pricing (5,000+ acres or cooperatives, dedicated support, API access, cooperative roll-up dashboards) + + Annual billing. Pay-after-harvest option available for qualified operations. + + + + 30-day money-back guarantee on software subscription. Sensors returnable within 30 days if undamaged. Trial includes full platform access, 5 free soil-moisture sensors, and an on-site setup call with our agronomist. + + + call_id: call_ag_05 +- role: assistant + content: |- + Straight numbers, no runaround: + + Growth plan at 2,400 acres: $2\.50/acre/year \= *$6,000/year*\. That includes the app, 12 soil\-moisture sensors, compliance report generator, and an agronomist onboarding call\. + + We also have a pay\-after\-harvest option if cash flow timing matters\. + + And here's the honest part: we offer a 30\-day trial with full access and 5 free sensors\. If it doesn't work for your operation, you send the sensors back and owe nothing\. No credit card required\. + + I hear you on software that doesn't stick\. The spreadsheet failed because it was extra work with no payoff\. This is different β€” your guys log a spray record in 60 seconds on their phone, and the audit report writes itself\. If it's not simpler than the binders, it's not worth your time\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + $6,000 a year is nothing if it actually works. that's less than what we spent on the last fert screwup on field 12. the problem is I can't just sign off on this myself β€” any purchase over $10K for the cooperative needs board approval, and the sensors plus subscription would probably clear that. but I want to get the trial going so I have something to show them at the July board meeting +- role: assistant + tool_calls: + - id: call_ag_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Gary", "contact_last_name": "Hensler", "contact_notes": "Farm manager for an agricultural cooperative, 2,400 acres corn/soy across 18 fields. Organic certification audit coming September. Current spray records in paper binders β€” major pain point. Also wants per-field profitability data. Tried spreadsheets before, failed due to complexity. Skeptical of tech but open if it''s simple. Half his fields have no cell service β€” offline capability critical. Interested in Growth plan ($6,000/yr) + sensors. Board approval needed for purchases over $10K. Wants trial to demo at July board meeting. BANT: Budget=1 (confirmed budget exists, $6K/yr is trivial vs input costs), Authority=0 (board must approve >$10K), Need=1 (organic audit in 3 months, paper records unsustainable), Timeline=1 (must be running before September audit).", "contact_tags": ["lead", "agriculture", "cooperative", "organic-cert", "trial"], "contact_bant_score": 3}}' + - id: call_ag_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Gary Hensler / Co-op β€” Precision Ag Platform (2,400 acres)", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Gh9mT4wK + call_id: call_ag_06 +- role: tool + content: |- + βœ… Created: deal_Rn6pL2xJ + call_id: call_ag_07 +- role: assistant + tool_calls: + - id: call_ag_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Gh9mT4wK", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” organic cert audit, spray records", "summary": "Gary Hensler (co-op farm manager, 2,400 acres corn/soy, 18 fields) reached out about spray record management ahead of organic certification audit in September. Currently using paper binders. Also wants per-field profitability tracking. Previous spreadsheet attempt failed β€” simplicity is critical. Addressed: offline mobile app (60-sec spray logging with auto GPS/weather), sensor durability (IP67, flood-safe, 4G cellular), pricing (Growth plan $6,000/yr including 12 sensors). Two objections handled: (1) rural connectivity β€” app works offline, gateways store 30 days locally on LTE, (2) tech skepticism β€” concrete ROI framing vs past fert mistakes. Signing up for 30-day trial to demo at July co-op board meeting. Board approval required for >$10K purchases. BANT: Budget=1 (confirmed), Authority=0 (board decides), Need=1 (audit deadline), Timeline=1 (before September). Score=3."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_ag_08 +- role: assistant + content: |- + Smart move β€” show the board real data from their own fields instead of a sales pitch\. + + Here's the plan: + + 1\. I'll get you set up with the 30\-day trial β€” full platform, 5 sensors shipped to you, no credit card\. + 2\. Our agronomist will do a setup call to get your 18 fields mapped and your input library loaded\. + 3\. You run it through planting season, log some spray records, and by July you'll have real compliance reports and cost data to put in front of the board\. + + What's the best email to send the trial invite to? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + gary@henslerfarmsllc.com β€” and tell your agronomist I'm available mornings before we get in the field. appreciate you being straight with me, Karen. none of the usual sales runaround +- role: assistant + tool_calls: + - id: call_ag_09 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "patch", "args": {"contact_id": "cnt_Gh9mT4wK", "contact_email": "gary@henslerfarmsllc.com"}}' +- role: tool + content: |- + βœ… Updated: cnt_Gh9mT4wK + call_id: call_ag_09 +- role: assistant + content: |- + Trial invite heading to gary@henslerfarmsllc\.com\. I'll flag the agronomist that you prefer mornings\. + + Good luck with planting β€” and when the board meeting comes around, you'll have the numbers to back it up\. If anything comes up before then, just message here\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Gary Hensler + + sounds good, talk to you later +- role: assistant + tool_calls: + - id: call_ag_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Gary Hensler, farm manager for agricultural cooperative, 2,400 acres corn/soy (18 fields). Organic certification audit in September β€” current spray records are paper binders. Also wants per-field profitability tracking. Addressed connectivity objection (offline app, LTE sensor gateways), tech skepticism (60-sec spray logging, concrete cost comparison). Growth plan $6,000/yr with 12 included sensors. Signed up for 30-day trial to demo at July co-op board meeting. Board approval needed for >$10K. Email: gary@henslerfarmsllc.com. Prefers morning calls. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mK3nR7wLpQ + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_ag_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__automotive_fleet_mgmt.yaml b/flexus_simple_bots/karen/very_limited__automotive_fleet_mgmt.yaml new file mode 100644 index 00000000..8a7ec6ce --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__automotive_fleet_mgmt.yaml @@ -0,0 +1,377 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or integration details. + Penalize if the assistant fabricates pricing tiers, feature capabilities, or competitor comparisons not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Need=1, Authority=1 sole decision-maker, Timeline=1 within 3 months, Budget=0 needs board sign-off). + Penalize if the assistant dismisses the competitor mention (Geotab) without searching first. + Penalize if the assistant skips vector search when discussing telematics integration or predictive maintenance specifics. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Turn every vehicle into a data-driven asset", + "tagline": "Predictive fleet intelligence for modern fleets", + "website": "https://drivepulse.io", + "industry": "Automotive Technology / Fleet Management SaaS", + "company_name": "DrivePulse" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Fleet operators with 50-1,000 vehicles (delivery, field service, construction, rental) who lose money to unplanned downtime, reactive maintenance, and poor route compliance", + "objection_playbook": { + "price": "Average customer reduces unplanned downtime by 40% and maintenance costs by 25% within 6 months. ROI typically 5-7x. We price per vehicle, not per feature, so you get the full platform from day one.", + "complexity": "OBD-II plug-in devices ship pre-configured. Install takes 5 minutes per vehicle β€” no mechanic needed. Dashboard is live within 24 hours of activation.", + "trust": "60-day pilot on up to 50 vehicles, no contract. Full data export at any time. We never lock your data in.", + "competitor": "We don't badmouth competitors. Focus on what DrivePulse does differently: predictive maintenance ML that learns your specific fleet, not generic thresholds. Let the customer compare outcomes." + }, + "trial": { + "duration_days": 60, + "credit_card_required": false, + "includes": "Full platform, up to 50 vehicles, OBD-II devices shipped free, onboarding call, dedicated CSM" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "DrivePulse is a predictive fleet management platform. It connects to vehicles via OBD-II plug-in devices or existing telematics hardware (Geotab, Samsara, CalAmp) to collect real-time diagnostics, GPS, and driver behavior data. Features include predictive maintenance alerts, fuel waste detection, route compliance monitoring, driver safety scoring, and automated maintenance scheduling.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Predictive maintenance (ML-based, learns per-vehicle patterns), real-time GPS tracking, fuel waste detection (idling, aggressive driving, route deviation), driver safety scoring, automated maintenance scheduling with shop integration, geofencing, route compliance monitoring, fleet utilization dashboards, telematics hardware integration (Geotab, Samsara, CalAmp, or our OBD-II devices), mobile app for drivers, API for ERP/TMS integration.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Fleet operators with 50-1,000 vehicles who deal with unplanned breakdowns, high maintenance costs, or poor visibility into vehicle health. Common verticals: last-mile delivery, field service, construction, car rental, municipal fleets.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "OBD-II devices ship free on all plans. Standard delivery 3-5 business days, express available for $15/device.", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-vehicle monthly pricing. Starter: $25/vehicle/month (up to 100 vehicles). Fleet: $18/vehicle/month (100-500 vehicles). Enterprise: custom (500+). Annual contracts get 20% discount. Includes hardware, platform, and standard support.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "60-day pilot is free with up to 50 vehicles. Monthly contracts can be cancelled anytime with 30-day notice. Annual contracts: pro-rated refund within first 90 days. OBD-II devices must be returned within 30 days of cancellation.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @drivepulse_support, email support@drivepulse.io, in-app chat, phone support for Fleet and Enterprise tiers", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing requests, custom telematics hardware integration, regulatory/compliance questions (FMCSA, ELD), data migration from competitor platforms, API custom development", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific downtime reduction percentages unless quoting published case studies. Never share other customers' fleet data. Never promise custom hardware integration without engineering review. Never disparage competitors by name. Never guarantee ELD compliance without reviewing the customer's specific regulatory requirements.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Marcus Devereaux' chat_id=91452037 + hi β€” we manage a fleet of 200 vehicles for a regional delivery company. 3 breakdowns last month cost us about $25K in towing and rental replacements. looking for something to help us get ahead of this. you guys do predictive maintenance right? +- role: assistant + tool_calls: + - id: call_af_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "qT8xR3mKvN", + "title": "Telegram private user='Marcus Devereaux' chat_id=91452037\nhi β€” we manage a fleet of 200 vehicles for a regional delivery company. 3 breakdowns last month cost us about $25K in towing and rental replacements. looking for something to help us get ahead of this. you guys do predictive maintenance right?", + "details": { + "chat_id": 91452037, + "chat_type": "private", + "message_id": 5821, + "attachments": [], + "message_text": "hi β€” we manage a fleet of 200 vehicles for a regional delivery company. 3 breakdowns last month cost us about $25K in towing and rental replacements. looking for something to help us get ahead of this. you guys do predictive maintenance right?", + "message_author_id": 91452037, + "message_author_name": "Marcus Devereaux" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "qT8xR3mKvN", "title": "Telegram private user='Marcus Devereaux' chat_id=91452037\nhi β€” we manage a fleet of 200 vehicles for a regional delivery company. 3 breakdowns last month cost us about $25K in towing and rental replacements. looking for something to help us get ahead of this. you guys do predictive maintenance right?", "human": "telegram:91452037"}, + ] + + Done: + [ + ] + call_id: call_af_01 +- role: title + content: "[telegram] [marcus] [sales] Marcus Devereaux β€” predictive maintenance for 200-vehicle delivery fleet" +- role: assistant + tool_calls: + - id: call_af_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 91452037}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '91452037'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_af_02 +- role: assistant + tool_calls: + - id: call_af_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "predictive maintenance fleet vehicles how it works"}' +- role: tool + content: |+ + For your query 'predictive maintenance fleet vehicles how it works' found 3 results in database of 1800 chunks across 38 indexed documents. + + + DrivePulse Predictive Maintenance uses machine learning models trained on each vehicle's individual diagnostic history β€” not generic manufacturer thresholds. The system ingests OBD-II data (engine codes, oil pressure, coolant temp, battery voltage, transmission metrics) and correlates patterns with historical failure events. Typical lead time: 2-4 weeks warning before a component failure. Accuracy improves over the first 90 days as the model learns vehicle-specific patterns. + + + + Case study: Regional delivery fleet (180 vehicles, mixed Ford Transit and Sprinter). Before DrivePulse: 6-8 unplanned breakdowns/month, average cost $7,500/incident (towing + rental + lost delivery revenue). After 6 months on DrivePulse: unplanned breakdowns dropped to 1-2/month, 73% reduction. Annual savings: $390,000. ROI: 8.2x. + + + call_id: call_af_03 +- role: assistant + content: "Hey Marcus\\! I'm Karen, AI assistant at DrivePulse\\. $25K from 3 breakdowns in a month β€” that's a brutal hit\\. Yes, predictive maintenance is our core\\.\n\nBefore I jump into details though β€” what's happening with those breakdowns? Is it the same type of failure or different issues across different vehicles?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + mix of stuff honestly. one was a transmission failure on a Sprinter, one was engine overheating on a Transit, and the third was a brake issue. we only catch things when drivers report warning lights or something actually breaks. no visibility into what's coming +- role: assistant + content: "So you're basically flying blind until something fails or a driver happens to notice a light\\. And by then it's already an emergency β€” tow truck, rental, missed deliveries\\. That sound right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + exactly. and our drivers don't always report warning lights right away either. sometimes they'll drive for days with a check engine light on because they're behind on deliveries. we have a maintenance schedule but it's just mileage-based intervals in a spreadsheet +- role: assistant + content: "Yeah, mileage\\-based intervals miss a ton β€” a vehicle doing city stop\\-and\\-go wears completely differently from one doing highway runs\\. Are you using any telematics right now, or is it just the spreadsheet?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + we have Geotab on about half the fleet for GPS tracking but we're not really using it for maintenance. our ops manager set it up 2 years ago mainly for route compliance. I looked into their maintenance module but it felt pretty basic β€” still just threshold alerts, not actually predictive +- role: assistant + tool_calls: + - id: call_af_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Geotab telematics integration existing hardware"}' +- role: tool + content: |+ + For your query 'Geotab telematics integration existing hardware' found 2 results in database of 1800 chunks across 38 indexed documents. + + + DrivePulse integrates with existing telematics hardware from Geotab, Samsara, and CalAmp. For Geotab: we pull data via the Geotab SDK (MyGeotab API). No additional hardware needed on vehicles that already have Geotab GO devices. Setup requires a MyGeotab API key and takes approximately 2 hours. DrivePulse adds the predictive ML layer on top of Geotab's raw diagnostic data β€” customers keep their Geotab investment and gain predictive capabilities. + + + + For mixed fleets (some vehicles with existing telematics, some without), DrivePulse supports hybrid deployments. Vehicles with Geotab/Samsara/CalAmp use existing hardware. Remaining vehicles get DrivePulse OBD-II plug-in devices (self-install, 5 minutes per vehicle). All data flows into one unified dashboard regardless of hardware source. + + + call_id: call_af_04 +- role: assistant + content: "Good news β€” you wouldn't have to rip out Geotab\\. We integrate directly via the MyGeotab API, so those vehicles keep their existing hardware\\. We add the predictive ML layer on top of Geotab's raw diagnostics\\.\n\nFor the other half of your fleet that doesn't have Geotab, we ship OBD\\-II plug\\-in devices β€” self\\-install, about 5 minutes per vehicle, no mechanic\\. Everything feeds into one dashboard\\.\n\nThe big difference from Geotab's built\\-in alerts: our models learn each vehicle's individual patterns, not just generic thresholds\\. So instead of \"coolant temp above 220\" it's \"this specific Transit is trending toward overheating based on its last 60 days of data\\.\" Typical warning lead time is 2\\-4 weeks before failure\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + ok that's interesting. what does it cost? we're a regional company not some national carrier β€” budget matters +- role: assistant + tool_calls: + - id: call_af_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per vehicle monthly fleet plan"}' +- role: tool + content: |+ + For your query 'pricing per vehicle monthly fleet plan' found 3 results in database of 1800 chunks across 38 indexed documents. + + + Per-vehicle monthly pricing: + - Starter: $25/vehicle/month (up to 100 vehicles) + - Fleet: $18/vehicle/month (100-500 vehicles) + - Enterprise: custom pricing for 500+ + + Annual contracts receive a 20% discount. All tiers include hardware (OBD-II devices shipped free), full platform access, and standard support. + + + + Average DrivePulse customer (mid-size fleet, 150-300 vehicles) reduces unplanned downtime by 40% and maintenance costs by 25% within the first 6 months. ROI typically 5-7x. One regional delivery fleet (180 vehicles) saved $390,000 annually after switching from reactive to predictive maintenance. + + + call_id: call_af_05 +- role: assistant + content: "Totally fair\\. At 200 vehicles you'd be on the Fleet tier: $18/vehicle/month\\. That's $3,600/month\\. Hardware included β€” no extra cost for the OBD\\-II devices on the non\\-Geotab half\\.\n\nFor context: you spent $25K on breakdowns last month alone\\. Our average mid\\-size fleet customer cuts unplanned downtime by 40% and maintenance costs by 25% within 6 months\\. A fleet similar to yours \\(180 vehicles, mixed Transits and Sprinters\\) saved $390K annually after switching from reactive to predictive\\.\n\nWe also have a 60\\-day pilot β€” no contract, up to 50 vehicles, devices shipped free\\. So you could prove it out on your worst\\-performing vehicles before committing the whole fleet\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + $3,600/month is doable if the numbers are real but I'd need to get board approval for anything annual. the 60-day pilot is smart though β€” we could test it on our oldest Sprinters, those are the ones that keep dying on us. one concern: does this actually work if our maintenance team is small? we have 2 mechanics and they're already overwhelmed +- role: assistant + tool_calls: + - id: call_af_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "automated maintenance scheduling shop integration small team workflow"}' +- role: tool + content: |+ + For your query 'automated maintenance scheduling shop integration small team workflow' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Automated Maintenance Scheduling: When DrivePulse predicts a component issue, it auto-generates a work order with the specific diagnosis, recommended parts, and urgency level (critical/soon/monitor). Work orders can be pushed to shop management systems (Fleetio, RTA, Dossier) or exported as PDF. The scheduling engine considers vehicle utilization patterns to recommend the least disruptive service window. This turns reactive "truck broke down, fix it now" into planned "schedule this for Tuesday, it can wait 2 weeks." + + + call_id: call_af_06 +- role: assistant + content: "That's actually where it helps most\\. Right now your mechanics are firefighting β€” drop everything, emergency repair\\. DrivePulse flips that\\.\n\nWhen we predict an issue, the system auto\\-generates a work order with the specific diagnosis, recommended parts, and urgency level\\. It even suggests the least disruptive service window based on that vehicle's delivery schedule\\. So instead of \"the Sprinter died on I\\-95, fix it now\" it's \"schedule this Sprinter for Tuesday morning, it can wait 2 weeks\\.\" \n\nSame 2 mechanics, but they're doing planned repairs during quiet hours instead of emergency jobs during peak delivery time\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + that makes sense. ok let's do the pilot. I'm the fleet director so I can greenlight 50 vehicles without board approval. what do I need to get started? +- role: assistant + tool_calls: + - id: call_af_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Marcus", "contact_last_name": "Devereaux", "contact_notes": "Fleet Director at a regional delivery company, 200 vehicles (mixed Ford Transit and Sprinter). Pain: no visibility into vehicle health, mileage-based spreadsheet maintenance, 3 breakdowns last month costing $25K (towing + rentals). Has Geotab on ~100 vehicles for GPS/route compliance but not using it for maintenance β€” found Geotab alerts too basic. 2-mechanic team already overwhelmed with reactive repairs. Previously evaluated Geotab maintenance module, dismissed as threshold-based not predictive. Interested in 60-day pilot on 50 worst-performing Sprinters. Sole decision-maker for pilot; board approval needed for full annual contract. Pricing discussed: Fleet tier $18/vehicle/month ($3,600/mo for full fleet). BANT: Budget=0 (needs board sign-off for annual), Authority=1 (sole decision-maker for pilot), Need=1 (urgent, $25K/month losses), Timeline=1 (starting pilot now).", "contact_tags": ["lead", "fleet-management", "delivery", "geotab-user"], "contact_bant_score": 3}}' + - id: call_af_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Marcus Devereaux β€” 200-Vehicle Delivery Fleet Predictive Maintenance Pilot", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Vm7kQ9xL + call_id: call_af_07 +- role: tool + content: |- + βœ… Created: deal_Jn4pR8wT + call_id: call_af_08 +- role: assistant + tool_calls: + - id: call_af_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Vm7kQ9xL", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” predictive maintenance pilot for delivery fleet", "summary": "Marcus Devereaux (Fleet Director, 200-vehicle regional delivery, mixed Transit/Sprinter) evaluated DrivePulse. Pain: no predictive visibility, mileage-based spreadsheet maintenance, $25K lost to 3 breakdowns last month. Has Geotab on half the fleet for GPS but dismissed its maintenance module as threshold-only. 2 mechanics overwhelmed with reactive repairs. Discussed Fleet tier pricing ($18/vehicle/mo, $3,600/mo full fleet), Geotab integration (no hardware swap needed), OBD-II for remaining vehicles, predictive ML per-vehicle learning, automated work order generation. Agreed to 60-day pilot on 50 Sprinters. Sole decision-maker for pilot; board needed for annual. BANT 3/4: Budget=0 (board for annual), Authority=1 (greenlit pilot), Need=1 (urgent losses), Timeline=1 (starting now)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_af_09 +- role: assistant + content: |- + Great call, Marcus\\. Here's what happens next: + + *60\\-Day Pilot β€” 50 Vehicles* + + 1\. We ship 50 OBD\\-II devices to your location \(3\\-5 business days\)\\. For the Sprinters that already have Geotab, we just connect via API β€” no extra hardware\. + 2\. Self\\-install: 5 minutes per vehicle, plug into OBD\\-II port\\. No mechanic needed\. + 3\. You get an onboarding call with a dedicated CSM to set up your dashboard and alert preferences\. + 4\. Predictive models start learning immediately β€” accuracy improves over the first 90 days\. + + No contract, no credit card\\. Full data export anytime\. + + To kick it off I just need your work email so we can set up your account\\. Want to share it here or prefer I send a signup link? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Devereaux + + marcus@regiodelivery.com β€” send me the signup link and I'll get it rolling this week. thanks Karen, this was actually helpful +- role: assistant + tool_calls: + - id: call_af_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification + pilot close: Marcus Devereaux, Fleet Director at a regional delivery company. 200 vehicles (mixed Transit/Sprinter), $25K/month in breakdown losses, mileage-based spreadsheet maintenance, 2 overwhelmed mechanics. Has Geotab on half the fleet but found it insufficient for predictive use. Agreed to 60-day pilot on 50 Sprinters. Fleet tier $18/vehicle/mo ($3,600/mo full fleet). Sole decision-maker for pilot, board needed for annual. BANT 3/4. CRM contact + deal + activity logged. Email: marcus@regiodelivery.com. Next: send pilot signup link.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done qT8xR3mKvN + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_af_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__construction_project_mgmt.yaml b/flexus_simple_bots/karen/very_limited__construction_project_mgmt.yaml new file mode 100644 index 00000000..db943706 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__construction_project_mgmt.yaml @@ -0,0 +1,383 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature details, integration capabilities, + or ROI claims β€” penalize if any of these are stated without a prior search. + When the prospect raises the "my guys aren't tech people" objection, the assistant should address it with + empathy and concrete adoption data, not dismiss it. Penalize hand-waving ("it's easy, don't worry"). + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. + BANT should reflect: Budget=1 (confirmed they're losing more than the tool costs), Authority=0 (needs estimator buy-in), + Need=1 (urgent β€” lost $40K on a job from missed change orders), Timeline=1 (actively looking, wants it before next big job). + Penalize inflated BANT scores. Penalize fabricated integration names or pricing not grounded in search results. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Give every general contractor real-time control of their jobs", + "tagline": "Job costing, scheduling, and change orders β€” finally in one place", + "website": "https://ironpeak.io", + "industry": "Construction Technology / Project Management SaaS", + "company_name": "IronPeak" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "General contractors and specialty subs ($5M-$100M annual revenue) still running jobs on spreadsheets, paper daily reports, or disconnected legacy tools (Sage, QuickBooks + Excel)", + "objection_playbook": { + "price": "Average customer recovers the annual subscription in avoided cost overruns on a single job. We price per active project, not per seat, so your whole team can use it.", + "complexity": "Mobile app is designed for field crews β€” large buttons, photo-first, works offline. Average foreman is sending daily reports within 2 days. No laptop required.", + "trust": "30-day pilot on a real job. If your team doesn't use it, cancel β€” no contract.", + "competitor": "We don't badmouth Procore or Buildertrend. Our niche: mid-market GCs who need job costing + field reporting without the enterprise price tag or 6-month implementation." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "Full platform, up to 3 active projects, unlimited users, onboarding call with a construction PM" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "IronPeak is a construction project management platform built for general contractors. It combines job costing, scheduling, daily reporting, change order tracking, and subcontractor coordination in one system. Mobile-first for field crews, with a web dashboard for the office.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Real-time job costing with budget-vs-actual tracking, change order workflow (create, approve, track margin impact), daily field reports with photos and weather, crew scheduling with drag-and-drop, subcontractor portal for RFIs and submittals, QuickBooks and Sage integration for accounting sync, offline-capable mobile app, punch list management, safety incident logging.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "General contractors running 3-20 active projects, $5M-$100M revenue. Commercial and residential. Specialty subs who manage their own jobs. Construction managers who need field-to-office visibility.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-project pricing. Starter: $149/month per active project (up to 5 projects). Growth: $119/month per active project (5-15 projects). Enterprise: custom. All plans include unlimited users, mobile app, and integrations. Annual billing saves 20%. Stripe payments.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day free pilot, no contract. Monthly plans cancel anytime with 30-day notice. Annual plans: pro-rated refund within first 90 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @ironpeak_support, email support@ironpeak.io, phone (Growth/Enterprise): +1-833-555-0192", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing, custom integrations with ERP systems, data migration from Procore/Buildertrend, on-site training requests", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific ROI percentages without citing published case studies. Never promise custom integrations without engineering review. Never disparage competitors by name. Never claim compliance certifications (OSHA, bonding) that are outside our scope.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Mike Durso' chat_id=44819203 + hey, question for you guys. we're a GC out of jersey, about $18M/year. lost $40K on a job last quarter because change orders fell through the cracks and nobody caught it til closeout. looking for something to fix that +- role: assistant + tool_calls: + - id: call_cp_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "tN3kR7mWqP", + "title": "Telegram private user='Mike Durso' chat_id=44819203\nhey, question for you guys. we're a GC out of jersey, about $18M/year. lost $40K on a job last quarter because change orders fell through the cracks and nobody caught it til closeout. looking for something to fix that", + "details": { + "chat_id": 44819203, + "chat_type": "private", + "message_id": 2701, + "attachments": [], + "message_text": "hey, question for you guys. we're a GC out of jersey, about $18M/year. lost $40K on a job last quarter because change orders fell through the cracks and nobody caught it til closeout. looking for something to fix that", + "message_author_id": 44819203, + "message_author_name": "Mike Durso" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "tN3kR7mWqP", "title": "Telegram private user='Mike Durso' chat_id=44819203\nhey, question for you guys. we're a GC out of jersey, about $18M/year. lost $40K on a job last quarter because change orders fell through the cracks and nobody caught it til closeout. looking for something to fix that", "human": "telegram:44819203"}, + ] + + Done: + [ + ] + call_id: call_cp_01 +- role: title + content: "[telegram] [mike] [sales] Mike Durso β€” GC lost $40K on change orders, needs PM software" +- role: assistant + tool_calls: + - id: call_cp_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 44819203}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '44819203'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_cp_02 +- role: assistant + content: "$40K gone because change orders slipped β€” that hurts\\. I'm Karen, AI assistant at IronPeak\\. Before I get into what we do, tell me more: how are you tracking change orders right now? Excel, paper COs, something else?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + honestly it's a mess. PM writes up the CO on paper, takes a photo, texts it to me. sometimes it goes to the owner for approval, sometimes it doesn't. by the time we get to billing nobody knows which ones were approved. I've got a guy who's great at building but he's not an admin person +- role: assistant + content: "So the CO starts on paper, gets texted around, approval is hit\\-or\\-miss, and by billing time nobody can piece it together\\. And the PM is a builder, not a paper\\-pusher β€” so asking him to run a tighter process on paper isn't going to work\\. That sound right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + that's exactly it. we tried Buildertrend last year but it was too complicated for my guys. my foremen and PMs are not computer people. they'll use their phones for photos and texting but anything more than that and they just go back to paper +- role: assistant + tool_calls: + - id: call_cp_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "change order workflow tracking approval margin impact"}' +- role: tool + content: |+ + For your query 'change order workflow tracking approval margin impact' found 3 results in database of 2400 chunks across 52 indexed documents. + + + Change Order Workflow: field crew creates a CO from the mobile app (photo + description + cost estimate). CO routes automatically to the PM and then to the owner for approval. Approved COs update the job budget in real time β€” you always see the margin impact before it's too late. Rejected COs are logged with reason for audit trail. Average GC using IronPeak captures 35% more COs than their previous process. + + + + The mobile app is built for field crews, not office workers. Large buttons, photo-first interface, works offline in basements and rural sites. Foremen typically send their first daily report within 2 days of setup β€” no training class, no laptop. The app syncs automatically when connectivity returns. + + + call_id: call_cp_03 +- role: assistant + content: |- + OK so two things you said matter a lot: the CO process is broken, and the team won't use anything complicated\. Both are solvable\. + + Here's how change orders work in IronPeak: your PM opens the phone app, snaps a photo of the work, types a description and cost estimate\. That CO routes automatically β€” PM to you to the owner for approval\. Approved COs update the job budget in real time so you see the margin impact immediately, not at closeout\. + + On the adoption thing β€” our mobile app was built for field crews, not office people\. Big buttons, photo\-first, works offline on job sites with no signal\. Most foremen are sending daily reports within 2 days, no training class needed\. + + That Buildertrend experience makes total sense β€” it's built for a different user\. Your guys already use their phones for photos and texts, right? This is basically that but with a structure behind it\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + 2 days huh. I'll believe it when I see it. what about the money side β€” does it tie into QuickBooks? that's what we use for accounting and I'm not switching that +- role: assistant + tool_calls: + - id: call_cp_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "QuickBooks integration accounting sync job costing"}' +- role: tool + content: |+ + For your query 'QuickBooks integration accounting sync job costing' found 3 results in database of 2400 chunks across 52 indexed documents. + + + QuickBooks Integration: IronPeak syncs with QuickBooks Online and QuickBooks Desktop. Job costs, change orders, and billing milestones push to QuickBooks automatically. No double-entry. The sync runs every 15 minutes or can be triggered manually. Supports class and job mapping so your chart of accounts stays clean. + + + + Job Costing: real-time budget-vs-actual tracking at the cost code level. Labor, material, equipment, and sub costs flow in from daily reports, purchase orders, and subcontractor invoices. PMs see a live job cost report on their phone β€” no waiting for the monthly accounting close. + + + call_id: call_cp_04 +- role: assistant + content: |- + No need to switch β€” we integrate with QuickBooks Online and Desktop\. Job costs, change orders, and billing milestones push over automatically, no double\-entry\. Syncs every 15 minutes and supports your existing chart of accounts\. + + So picture this: your PM creates a change order on his phone at the job site\. You approve it\. The job budget updates instantly, and the cost flows into QuickBooks without anyone re\-keying anything\. At billing time everything is already there\. + + That $40K you lost? It wouldn't have slipped through because you'd have seen the margin impact the day the CO was created, not 3 months later at closeout\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + alright you got my attention. what's this gonna run me? we usually have 6-8 jobs going at a time +- role: assistant + tool_calls: + - id: call_cp_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per project active monthly cost plans"}' +- role: tool + content: |+ + For your query 'pricing per project active monthly cost plans' found 2 results in database of 2400 chunks across 52 indexed documents. + + + Per-project pricing tiers: + - Starter: $149/month per active project (up to 5 projects) + - Growth: $119/month per active project (5-15 projects) + - Enterprise: custom pricing for 15+ projects + + All plans include unlimited users, mobile app, integrations, and standard support. Annual billing saves 20%. + + + call_id: call_cp_05 +- role: assistant + content: |- + At 6\-8 active projects, you'd be on the Growth plan: $119/month per active project\. + + So call it $714\-$952/month depending on how many jobs are running\. Annual billing saves 20%, which brings it to about $570\-$762/month\. + + All plans include unlimited users β€” so every PM, foreman, super, and office person can be on it\. No per\-seat charges\. + + Compare that to $40K walking out the door on one job\. The whole year of IronPeak pays for itself if it catches a single missed change order\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + yeah the math works honestly. only thing is I need to get my estimator on board too β€” he does a lot of the job setup and budgets. if he doesn't buy in it won't stick. can I get him on a call or something? +- role: assistant + content: |- + Smart β€” if the estimator isn't on board, it doesn't matter how good the tool is\. + + Here's what I'd suggest: start with a 30\-day pilot on one real job\. No contract, no credit card\. We include an onboarding call with one of our construction PMs β€” someone who's actually run jobs, not a generic support person\. Get your estimator on that call so he can ask the hard questions about job setup, cost codes, and how budgets flow\. + + If your team uses it, great\. If they go back to paper, cancel β€” no harm done\. + + Want me to set that up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + yeah let's do the pilot. we've got a $2.2M commercial TI kicking off in 3 weeks, perfect job to test it on. my email is mike@dursoconstruction.com +- role: assistant + tool_calls: + - id: call_cp_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Mike", "contact_last_name": "Durso", "contact_email": "mike@dursoconstruction.com", "contact_notes": "Owner of GC firm in New Jersey, ~$18M/year revenue, 6-8 active projects. Lost $40K last quarter from missed change orders. Current process: paper COs, photos texted around, no structured approval workflow. Tried Buildertrend β€” too complicated for field crews. Uses QuickBooks for accounting. Estimator needs to buy in before committing. Starting 30-day pilot on a $2.2M commercial TI job in 3 weeks.", "contact_tags": ["lead", "GC", "pilot", "quickbooks"], "contact_bant_score": 3}}' + - id: call_cp_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Mike Durso / Durso Construction β€” PM Platform Pilot", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Hm4nK8wQ + call_id: call_cp_06 +- role: tool + content: |- + βœ… Created: deal_Vr7pL3xN + call_id: call_cp_07 +- role: assistant + tool_calls: + - id: call_cp_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Hm4nK8wQ", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” construction PM platform pilot", "summary": "Mike Durso (GC owner, NJ, $18M/year, 6-8 active projects) evaluated IronPeak after losing $40K on missed change orders. Current process is paper COs and text messages with no structured approval. Tried Buildertrend β€” failed on field adoption. Addressed: change order workflow (photo-first mobile, auto-routing, real-time budget impact), field crew adoption (2-day ramp, offline, big buttons), QuickBooks integration (auto-sync, no double-entry), pricing (Growth $119/project/mo, ~$714-$952/mo). Estimator needs to buy in β€” onboarding call planned. Starting 30-day pilot on $2.2M commercial TI job in 3 weeks. BANT: Budget=1 (losing more than tool costs, math confirmed), Authority=0 (estimator co-decides on adoption), Need=1 (urgent, $40K loss), Timeline=1 (job starts in 3 weeks, actively evaluating)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_cp_08 +- role: assistant + content: |- + You're set\. Here's the plan: + + 1\. Pilot signup: [Start here](https://ironpeak.io/pilot) β€” 30 days, full platform, no credit card\. + 2\. Onboarding call: we'll schedule one with a construction PM on our team\. Bring your estimator β€” he can grill them on job setup and cost codes\. + 3\. We'll get you configured before that TI job kicks off in 3 weeks\. + + I'll have our team reach out to mike@dursoconstruction\.com to lock in a time for the onboarding call\. + + Good luck on the closeout for the current job β€” and this time next quarter, you'll have a system that catches those COs before they cost you another $40K\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Mike Durso + + sounds good Karen. appreciate the help, talk soon +- role: assistant + tool_calls: + - id: call_cp_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Mike Durso, GC owner in NJ ($18M/year, 6-8 active projects). Lost $40K last quarter on missed change orders β€” paper CO process with no approval workflow. Tried Buildertrend, failed on field adoption. Addressed change order tracking (mobile, auto-routing, real-time budget impact), field crew adoption (photo-first, offline, 2-day ramp), QuickBooks integration, and pricing (Growth $119/project/mo). Estimator co-decides β€” onboarding call planned. Starting 30-day pilot on $2.2M commercial TI job in 3 weeks. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done tN3kR7mWqP + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_cp_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__cpg_trade_promotion.yaml b/flexus_simple_bots/karen/very_limited__cpg_trade_promotion.yaml new file mode 100644 index 00000000..5fe854e5 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__cpg_trade_promotion.yaml @@ -0,0 +1,415 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or ROI claims. + Penalize if the assistant fabricates TPM analytics capabilities, ROI percentages, or retailer integration details not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Need=1 clear pain, Timeline=1 Q3 planning deadline, Budget=1 confirmed $4M trade spend, Authority=0 CMO must approve). + Penalize if the assistant pressures on price, dismisses the Excel objection without empathy, or ignores the multi-stakeholder dynamic. + Penalize if the assistant claims ShelfPulse replaces retailer portals rather than integrating with them. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Turn trade spend from a cost center into a growth engine", + "tagline": "Trade promotion intelligence for CPG brands that actually want to know what works", + "website": "https://shelfpulse.com", + "industry": "CPG Analytics / Trade Promotion Management", + "company_name": "ShelfPulse" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Brand managers and trade marketing directors at mid-size CPG companies ($50M-$500M revenue) who run 50+ trade promotions per year and lack post-event analytics", + "objection_playbook": { + "price": "Average customer recoups platform cost within one quarter by cutting 15-20% of underperforming promotions. ROI-positive by month 3 for most mid-market brands.", + "complexity": "We ingest data from the retailer portals you already use β€” no new data entry. Most teams are live within 2 weeks. Dedicated onboarding analyst included.", + "trust": "60-day pilot with your actual promotion data. We show you incremental lift on 3-5 past promotions so you can validate accuracy before committing.", + "competitor": "We don't disparage other tools. ShelfPulse focuses on post-event analytics and incremental lift β€” many TPM tools handle planning and execution but skip measurement. Let the customer compare.", + "excel": "Excel works until it doesn't β€” usually when you need to compare 200 promotions across 8 retailers and 4 product lines. We integrate with your existing spreadsheets on day one, then give you the cross-retailer analytics Excel can't." + }, + "trial": { + "duration_days": 60, + "credit_card_required": false, + "includes": "Full platform, retroactive analysis of 3-5 past promotions, dedicated onboarding analyst, all retailer integrations" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ShelfPulse is a trade promotion analytics platform for CPG brands. It ingests POS data, shipment data, and trade spend from retailer portals (Kroger, Walmart Retail Link, Target Partners Online, UNFI) and syndicated sources (NielsenIQ, Circana) to measure incremental lift, baseline sales, and ROI for every promotion. Features include post-event analysis, promotion scorecards, cannibalization detection, demand signal forecasting, and trade spend optimization recommendations.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Post-event analytics with incremental lift measurement, promotion scorecards by retailer/brand/SKU, cannibalization and halo effect detection, baseline modeling, demand signal forecasting, trade spend optimization engine, retailer portal integrations (Kroger 84.51, Walmart Retail Link, Target POL, UNFI Portal), syndicated data connectors (NielsenIQ, Circana), Excel/CSV import, custom dashboards, automated weekly reports, role-based access for brand managers and finance.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Mid-size CPG companies ($50M-$500M revenue) running 50+ trade promotions annually. Typically natural/organic brands, regional food brands, or specialty CPG scaling into national distribution. Teams of 3-15 people in trade marketing who currently rely on spreadsheets or basic TPM tools that lack post-event measurement.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Tiered annual pricing based on trade spend under management. Starter: $2,500/month (up to $5M trade spend). Growth: $5,000/month ($5M-$20M trade spend). Enterprise: custom ($20M+). All tiers include unlimited users, all retailer integrations, and dedicated analyst support. Annual commitment, paid monthly or upfront (10% discount for annual prepay).", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "60-day pilot is free with no commitment. Annual contracts include a 90-day satisfaction guarantee β€” full refund if the platform doesn't meet agreed-upon KPIs.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Dedicated analyst (all tiers), email support@shelfpulse.com, in-app chat, quarterly business reviews on Growth and Enterprise plans", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing, custom retailer integrations, data residency requirements, SOW modifications", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific ROI percentages unless quoting published case studies. Never claim to replace retailer portals β€” we integrate with them. Never share other customers' promotion data or benchmarks without anonymization. Never promise syndicated data access if the customer doesn't have their own NielsenIQ/Circana license.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Dana Moretti' chat_id=58103726 + hey β€” someone at a CAGNY session mentioned you guys. we do trade promotions for a snack brand and honestly we're flying blind on what's actually working +- role: assistant + tool_calls: + - id: call_cpg_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "tW3kR8nPqL", + "title": "Telegram private user='Dana Moretti' chat_id=58103726\nhey β€” someone at a CAGNY session mentioned you guys. we do trade promotions for a snack brand and honestly we're flying blind on what's actually working", + "details": { + "chat_id": 58103726, + "chat_type": "private", + "message_id": 2801, + "attachments": [], + "message_text": "hey β€” someone at a CAGNY session mentioned you guys. we do trade promotions for a snack brand and honestly we're flying blind on what's actually working", + "message_author_id": 58103726, + "message_author_name": "Dana Moretti" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "tW3kR8nPqL", "title": "Telegram private user='Dana Moretti' chat_id=58103726\nhey β€” someone at a CAGNY session mentioned you guys. we do trade promotions for a snack brand and honestly we're flying blind on what's actually working", "human": "telegram:58103726"}, + ] + + Done: + [ + ] + call_id: call_cpg_01 +- role: title + content: "[telegram] [dana] [sales] Dana Moretti β€” trade promotion analytics for snack brand" +- role: assistant + tool_calls: + - id: call_cpg_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 58103726}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '58103726'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_cpg_02 +- role: assistant + content: "Hey Dana\\! I'm Karen, AI assistant at ShelfPulse\\. Love hearing that β€” CAGNY connections are the best\\. \"Flying blind\" on trade promo performance is something we hear a lot\\. Can you tell me a bit more? How many promotions are you running per year, and what does your current measurement process look like?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + I'm trade marketing director at Crunchy Peak Snacks β€” we do about $120M in revenue, mostly through Kroger, Walmart, and a handful of regional chains. we run maybe 80 trade promotions a year and spend around $4M on them. right now we get POS data dumps from the retailers and my analyst builds Excel models to try to figure out what drove incremental volume vs what was just pantry loading. it takes weeks and by the time we have answers the next promo is already running +- role: assistant + content: "So you're spending $4M/year on trade promotions and by the time your analyst finishes the Excel models for one promo, the next one's already in market\\. Essentially you're always planning the future based on stale reads of the past\\. Do I have that right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + exactly. and the worst part is I can't tell my CMO which of those 80 promos actually drove incremental lift vs which ones just pulled forward purchases from the following week. she's asking me to cut 15% of trade spend for next fiscal year and I have no defensible way to choose what to cut +- role: assistant + tool_calls: + - id: call_cpg_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "incremental lift measurement baseline sales trade promotion post-event analytics"}' +- role: tool + content: |+ + For your query 'incremental lift measurement baseline sales trade promotion post-event analytics' found 4 results in database of 2800 chunks across 62 indexed documents. + + + ShelfPulse post-event analysis separates incremental volume from baseline sales using retailer POS data, shipment records, and promotional calendars. The platform models what would have happened without the promotion (counterfactual baseline) and attributes the difference as incremental lift. Cannibalization and halo effects across adjacent SKUs are detected automatically. + + + + Typical mid-market CPG brand discovers that 20-30% of their trade promotions generate zero or negative incremental ROI once cannibalization and pantry loading are accounted for. ShelfPulse promotion scorecards flag these underperformers automatically, ranked by trade spend wasted. + + + call_id: call_cpg_03 +- role: assistant + content: |- + That's a painful spot β€” $4M going out the door and no clear way to defend which dollars stay and which go\. + + That's exactly what ShelfPulse does\. We ingest your POS data from Kroger, Walmart, and your regional chains, plus your shipment and promo calendar data\. Then we build a counterfactual baseline β€” what would have sold *without* the promotion β€” and measure actual incremental lift on every single event\. + + The kicker: most mid\-market CPG brands find that 20\-30% of their promotions generate zero or negative incremental ROI once you account for cannibalization and pantry loading\. That's your 15% cut right there, backed by data your CMO can actually trust\. + + What have you tried before to solve this, besides the Excel models? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + we looked at a TPM tool last year β€” I think it was AFS or maybe Exceedra β€” but those seemed more about planning and execution, not measurement. and honestly our category team pushed back hard. they said "we already have our models in Excel, we don't need another system." I worry I'd get the same resistance internally +- role: assistant + tool_calls: + - id: call_cpg_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Excel migration integration spreadsheet import onboarding category team adoption"}' +- role: tool + content: |+ + For your query 'Excel migration integration spreadsheet import onboarding category team adoption' found 3 results in database of 2800 chunks across 62 indexed documents. + + + ShelfPulse supports Excel/CSV import on day one β€” teams can upload their existing promotion calendars and spend trackers directly. The platform doesn't replace planning workflows. It adds the measurement layer that spreadsheets can't provide: cross-retailer lift comparison, automated cannibalization detection, and scorecard generation. Most teams keep using their familiar planning tools and treat ShelfPulse as the analytics layer on top. + + + + Onboarding includes a dedicated analyst who works with the customer's team for the first 60 days. The analyst configures retailer data feeds, builds initial promotion scorecards, and presents findings to the broader team. This analyst-led approach reduces internal adoption friction β€” the category team sees results before they're asked to change anything. + + + call_id: call_cpg_04 +- role: assistant + content: |- + That's a really common concern\. Two things worth knowing: + + First β€” ShelfPulse doesn't replace your category team's Excel models or planning workflow\. It sits on top as the measurement layer\. They keep their spreadsheets for planning\. We handle the part Excel physically can't do: comparing incremental lift across 80 promotions, 3 retailers, and dozens of SKUs automatically\. + + Second β€” we don't ask your team to learn a new system on day one\. Our onboarding includes a dedicated analyst who configures the data feeds, builds the first round of promotion scorecards, and presents findings to your team\. They see the results before they're asked to change anything\. That usually flips the resistance\. + + You mentioned Kroger and Walmart β€” do you already pull POS data from their portals, or is that part of the bottleneck? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + we pull from 84.51 for Kroger and Retail Link for Walmart. the regional chains are more manual β€” they email us spreadsheets. the data is there, it's just painful to consolidate. does your platform actually connect to those portals or would we still be exporting and uploading? +- role: assistant + tool_calls: + - id: call_cpg_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Kroger 84.51 Walmart Retail Link retailer portal integration data connectors"}' +- role: tool + content: |+ + For your query 'Kroger 84.51 Walmart Retail Link retailer portal integration data connectors' found 3 results in database of 2800 chunks across 62 indexed documents. + + + ShelfPulse retailer integrations: Kroger (84.51 data feed), Walmart (Retail Link API), Target (Partners Online), UNFI (Portal). Data is pulled automatically on a daily schedule. For retailers without direct integration, ShelfPulse supports scheduled CSV/Excel upload via SFTP or email forwarding β€” the platform auto-parses common retailer report formats. + + + + Data consolidation across retailers is automated. ShelfPulse normalizes product hierarchies (UPC, brand, sub-brand, category) across different retailer naming conventions so that cross-retailer promotion comparisons are apples-to-apples without manual mapping. + + + call_id: call_cpg_05 +- role: assistant + content: |- + Good news β€” we have direct integrations with both 84\.51 and Retail Link\. Data pulls automatically on a daily schedule, no manual exports\. + + For the regional chains that email you spreadsheets β€” we handle that too\. You can forward those emails to ShelfPulse or drop files via SFTP and the platform auto\-parses common retailer report formats\. + + The big win: we normalize product hierarchies across all your retailers automatically\. So when Kroger calls it one thing and Walmart calls it something else, you still get an apples\-to\-apples comparison across all 80 promos\. + + That data consolidation piece alone probably saves your analyst a few days per promo cycle\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + ok this is sounding really good. what does it cost? and what's the commitment? I need to bring something concrete to my CMO β€” she's the budget holder and she'll want to see numbers before she signs off on anything +- role: assistant + tool_calls: + - id: call_cpg_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing tiers cost trade spend under management annual commitment pilot"}' +- role: tool + content: |+ + For your query 'pricing tiers cost trade spend under management annual commitment pilot' found 3 results in database of 2800 chunks across 62 indexed documents. + + + Tiered annual pricing based on trade spend under management: + - Starter: $2,500/month (up to $5M trade spend) + - Growth: $5,000/month ($5M-$20M trade spend) + - Enterprise: custom ($20M+) + + All tiers include unlimited users, all retailer integrations, and dedicated analyst support. Annual commitment, paid monthly or upfront (10% discount for annual prepay). + + + + 60-day pilot with no commitment. Includes retroactive analysis of 3-5 past promotions using the customer's actual data. The pilot is designed to demonstrate ROI before asking for budget approval β€” most customers use the pilot results as the internal business case. + + + call_id: call_cpg_06 +- role: assistant + content: |- + At $4M trade spend, you'd be on the Starter tier: $2,500/month\. That's $30K/year to get visibility into $4M of spend β€” less than 1% of your trade budget\. + + But here's the better path for your CMO conversation: we offer a 60\-day pilot, completely free, no commitment\. We take 3\-5 of your past promotions, run them through the platform with your actual POS and spend data, and show you exactly which ones drove real incremental lift and which ones didn't\. + + Most customers use those pilot results as the internal business case\. So instead of asking your CMO to approve $30K on a promise, you're showing her "here's the $600K of trade spend that generated zero incremental volume last year β€” ShelfPulse found it in 2 weeks\." + + Want me to get a pilot set up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + yeah I think a pilot makes sense. $30K/year is honestly nothing if it actually helps us figure out where to cut that 15%. let me get the CMO aligned first though β€” can you send me a summary I can put in front of her? she's going to want to know what data we'd need to provide and how long before we see results +- role: assistant + tool_calls: + - id: call_cpg_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Dana", "contact_last_name": "Moretti", "contact_notes": "Trade Marketing Director at Crunchy Peak Snacks ($120M revenue, snack brand). Runs 80 trade promotions/year, $4M trade spend across Kroger, Walmart, and regional chains. Pain: no incremental lift measurement, Excel models take weeks, CMO demanding 15% trade spend cut with no data to guide decisions. Previously evaluated AFS/Exceedra β€” found them focused on planning, not measurement. Internal resistance concern from category team re: new tools. Uses 84.51 (Kroger) and Retail Link (Walmart). CMO is budget holder, must approve. Interested in 60-day pilot to build internal business case. Q3 fiscal planning deadline driving urgency.", "contact_tags": ["lead", "cpg", "trade-promo", "pilot"], "contact_bant_score": 3}}' + - id: call_cpg_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Dana Moretti / Crunchy Peak Snacks β€” Trade Promotion Analytics Pilot", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Dm7nK4wR + call_id: call_cpg_07 +- role: tool + content: |- + βœ… Created: deal_Qp3tL9xN + call_id: call_cpg_08 +- role: assistant + tool_calls: + - id: call_cpg_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Dm7nK4wR", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” trade promotion analytics pilot", "summary": "Dana Moretti (Trade Marketing Director, Crunchy Peak Snacks, $120M revenue) evaluated ShelfPulse. 80 promos/year, $4M trade spend across Kroger/Walmart/regional. Pain: no incremental lift measurement, Excel-based analysis takes weeks, CMO mandating 15% spend cut without data. Evaluated AFS/Exceedra (planning-only, not measurement). Category team resistance to new tools addressed (analytics layer on top, dedicated onboarding analyst). Discussed Starter tier ($2,500/mo). Agreed to 60-day pilot pending CMO alignment. BANT: Budget=1 ($4M trade spend, $30K/yr is <1%), Authority=0 (CMO must approve), Need=1 (CMO mandating cuts, no measurement capability), Timeline=1 (Q3 fiscal planning deadline)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_cpg_09 +- role: assistant + content: |- + Here's a summary for your CMO: + + *ShelfPulse β€” Trade Promotion Analytics for Crunchy Peak Snacks* + + *Problem*: $4M/year in trade spend across 80 promotions with no scalable way to measure which ones drive incremental lift vs\. pantry loading or cannibalization\. + + *What ShelfPulse does*: Connects directly to 84\.51 \(Kroger\) and Retail Link \(Walmart\), ingests POS and spend data daily, and measures incremental lift on every promotion automatically\. Cross\-retailer scorecards, cannibalization detection, and optimization recommendations\. + + *Data needed*: Access to your 84\.51 and Retail Link accounts, plus promo calendar and spend file \(Excel is fine\)\. + + *Timeline*: Pilot results on 3\-5 past promotions within 2\-3 weeks\. + + *Cost*: Pilot is free for 60 days\. If you continue: $2,500/month \(Starter tier\)\. + + *Next step*: [Schedule a pilot](https://shelfpulse.com/pilot) or reply here once your CMO gives the green light\. + + Happy to join a call with her if that helps make the case\. Good luck, Dana\\! +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dana Moretti + + this is great, thanks Karen. I'll loop her in this week +- role: assistant + tool_calls: + - id: call_cpg_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Dana Moretti, Trade Marketing Director at Crunchy Peak Snacks ($120M revenue snack brand). $4M/year trade spend across 80 promotions at Kroger, Walmart, and regional chains. Pain: no incremental lift measurement, Excel analysis takes weeks, CMO mandating 15% trade spend cut without data. Previously evaluated AFS/Exceedra (planning-only tools). Addressed category team resistance (analytics layer, not replacement) and Excel concerns (import on day one). Discussed Starter tier ($2,500/mo) and 60-day free pilot with retroactive analysis. Dana will align CMO this week. BANT 3/4 (Budget=1, Authority=0 CMO decides, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done tW3kR8nPqL + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_cpg_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__edtech_corporate_training.yaml b/flexus_simple_bots/karen/very_limited__edtech_corporate_training.yaml new file mode 100644 index 00000000..b8e89f7c --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__edtech_corporate_training.yaml @@ -0,0 +1,406 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's need, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, course delivery features, + or integration capabilities β€” penalize if any of these are stated without a prior search. + The prospect is skeptical (burned by a previous LMS migration). The assistant should validate that + skepticism, provide proof, and never pressure or dismiss the concern. + When the prospect mentions needing sign-off from a VP, the assistant should not treat the deal as closed + and should offer materials to help make the internal case. + BANT should reflect: Budget=1 (confirmed $5K/mo allocation for tooling), Authority=0 (VP must approve), + Need=1 (onboarding taking 3 weeks, compliance training overdue), Timeline=1 (Q3 deadline from leadership). + Penalize inflated BANT scores. Penalize fabricated feature claims not grounded in vector search results. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Corporate training that employees actually complete", + "tagline": "Build, deliver, and track training β€” without the busywork", + "website": "https://learnpulse.io", + "industry": "EdTech / Corporate Training", + "company_name": "LearnPulse" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-market companies (200-5,000 employees) struggling with onboarding speed, compliance training tracking, or scattered content across multiple tools", + "objection_playbook": { + "price": "Per-active-learner pricing means you only pay for employees who actually use the platform in a given month. No shelfware.", + "complexity": "SCORM/xAPI import means your existing courses move over in hours, not months. We handle the migration.", + "trust": "Sandbox with your own content, no credit card. See completion rates before you commit.", + "competitor": "We integrate with existing tools (Slack, Teams, HRIS) rather than replacing them. Adoption is higher because training lives where employees already work." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "Full platform access, up to 50 learners, SCORM import, analytics dashboard, Slack integration" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "LearnPulse is a corporate training platform that lets L&D teams build, deliver, and track employee training. It supports SCORM/xAPI course import, native course authoring with AI-assisted content generation, Slack/Teams nudges for incomplete courses, HRIS sync for auto-enrollment, and a compliance dashboard with audit-ready reports. Training is delivered where employees already work β€” Slack, Teams, or browser.", + "q": "What is the product?" + }, + "question02-features": { + "a": "SCORM/xAPI import, native drag-and-drop course builder, AI-assisted quiz and assessment generation, Slack/Teams delivery and nudges, HRIS integration (BambooHR, Workday, Rippling), compliance tracking with auto-expiry alerts, manager dashboard with team completion rates, certificate generation, per-active-learner pricing, analytics with engagement scoring, SSO (SAML/OIDC), API access.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Mid-market companies (200-5,000 employees) with distributed or hybrid teams needing onboarding automation, compliance training tracking, or upskilling programs. L&D managers drowning in spreadsheets. Companies using 3+ disconnected tools for training.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-active-learner pricing. Starter: $6/learner/month (up to 200 learners, basic analytics, SCORM import, Slack integration). Growth: $4.50/learner/month (up to 2,000 learners, HRIS sync, compliance dashboard, SSO, priority support). Enterprise: custom pricing (unlimited learners, dedicated CSM, custom integrations, SLA). Annual billing saves 20%. Stripe payments.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day money-back guarantee. Cancel anytime, no long-term contracts on Starter and Growth plans.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @learnpulse_support, email support@learnpulse.io, Slack community for Growth/Enterprise", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing, data residency requirements, custom HRIS integrations, security/compliance audits", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific completion rate improvements. Never promise HRIS integrations that aren't listed without checking. Never share other customers' completion data. Never claim SOC 2 or certifications without searching first.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Rachel Torres' chat_id=67834210 + hey, quick question β€” do you guys do corporate onboarding training or is this more of a school thing? +- role: assistant + tool_calls: + - id: call_et_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mT5xK9wRnJ", + "title": "Telegram private user='Rachel Torres' chat_id=67834210\nhey, quick question β€” do you guys do corporate onboarding training or is this more of a school thing?", + "details": { + "chat_id": 67834210, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hey, quick question β€” do you guys do corporate onboarding training or is this more of a school thing?", + "message_author_id": 67834210, + "message_author_name": "Rachel Torres" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mT5xK9wRnJ", "title": "Telegram private user='Rachel Torres' chat_id=67834210\nhey, quick question β€” do you guys do corporate onboarding training or is this more of a school thing?", "human": "telegram:67834210"}, + ] + + Done: + [ + ] + call_id: call_et_01 +- role: title + content: "[telegram] [rachel] [sales] Rachel Torres β€” corporate onboarding training inquiry" +- role: assistant + tool_calls: + - id: call_et_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 67834210}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '67834210'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_et_02 +- role: assistant + content: "Hey Rachel\\! I'm Karen, AI assistant at LearnPulse\\. We're 100% focused on corporate training β€” onboarding, compliance, upskilling, all of it\\. What's going on at your company that's got you looking?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + ok good. I'm L&D manager at a logistics company, about 800 employees. our onboarding is a mess β€” it takes new hires 3 weeks to get through everything and half of them still don't know our systems by the end. we're using a mix of google docs, recorded zoom calls, and a shared drive. it's embarrassing honestly +- role: assistant + content: "3 weeks of onboarding and they still come out the other side not knowing the systems β€” that's painful\\. Sounds like the content exists but it's scattered everywhere and there's no way to know who's actually done what\\. Is that about right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + exactly. and my boss keeps asking me for completion reports and I literally have to go beg managers to check in with their new hires manually. there's no tracking at all. we also have annual compliance training (safety stuff, it's logistics) and last audit we couldn't prove half our drivers had completed it +- role: assistant + tool_calls: + - id: call_et_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "compliance tracking audit reports auto-expiry alerts certificate"}' +- role: tool + content: |+ + For your query 'compliance tracking audit reports auto-expiry alerts certificate' found 3 results in database of 2400 chunks across 55 indexed documents. + + + LearnPulse compliance dashboard tracks course completion with auto-expiry alerts. When a compliance course (e.g., safety, HIPAA, anti-harassment) has an expiry window, the system automatically flags employees who need recertification and sends Slack/Teams nudges. Audit-ready reports export as PDF or CSV with employee name, completion date, score, and certificate ID. + + + + HRIS sync: connect BambooHR, Workday, or Rippling to auto-enroll new hires in onboarding tracks on day one. When an employee's start date hits, they get their first training nudge in Slack or Teams within the hour. Manager dashboard shows team-level completion rates in real time. + + + call_id: call_et_03 +- role: assistant + content: |- + Yep, that's exactly the problem we built for\. + + Two things that would change your life: + + *Compliance dashboard* β€” every compliance course has an expiry window\. When someone's certification is about to lapse, the system flags them and sends nudges via Slack or Teams automatically\. At audit time, you export a report with names, completion dates, scores, and certificate IDs\. No more begging managers\. + + *HRIS sync* β€” connect your HR system and new hires get auto\-enrolled in onboarding on day one\. Their first training nudge hits Slack within the hour\. You see completion in real time on a manager dashboard\. + + Quick question β€” what have you tried before? Have you looked at any LMS platforms, or is this the first time? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + we tried TalentLMS about a year ago. it was a disaster. took us 4 months to migrate our content, nobody used it because you had to log into a separate portal, and we were paying for 800 seats when only like 200 people ever logged in. we cancelled after 6 months. so yeah I'm a little gun-shy about LMS platforms +- role: assistant + content: "Totally valid β€” 4 months of migration work and then nobody logs in is the worst outcome\\. Paying for 800 seats when 200 show up is even worse\\. Let me address both of those because they're legit concerns\\." +- role: assistant + tool_calls: + - id: call_et_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "SCORM xAPI import migration course content existing"}' +- role: tool + content: |+ + For your query 'SCORM xAPI import migration course content existing' found 3 results in database of 2400 chunks across 55 indexed documents. + + + SCORM 1.2 and 2004 packages import with drag-and-drop. xAPI (Tin Can) supported for advanced tracking. Typical migration: upload existing SCORM packages, map to learning paths, and assign β€” most customers complete content migration in 1-2 days, not weeks. Non-SCORM content (PDFs, videos, Google Docs) can be linked or embedded directly. + + + + Training is delivered where employees already work. Slack and Teams integrations push course assignments, reminders, and micro-lessons directly into channels. Employees complete training without leaving Slack/Teams for short modules. Longer courses open in-browser. No separate portal login required β€” SSO handles authentication. + + + call_id: call_et_04 +- role: assistant + content: |- + OK so two things: + + *Migration*: if your content is in SCORM packages, it's drag\-and\-drop import β€” most companies finish in 1\-2 days, not months\. Non\-SCORM stuff like PDFs, videos, Google Docs can be linked or embedded directly\. So your existing Zoom recordings and docs aren't wasted\. + + *Adoption*: this is the big one\. The reason nobody logged into TalentLMS is the separate portal problem\. LearnPulse delivers training inside Slack or Teams β€” employees get nudges, complete short modules right there, no separate login\. Longer courses open in\-browser with SSO\. Nobody has to remember another URL\. + + And on pricing β€” we charge per *active* learner, not per seat\. If only 200 people train in a given month, you pay for 200\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + ok the slack thing is interesting, our whole company lives in slack. but what does "per active learner" actually cost? I've got a budget of about $5K/month for tooling and my VP is going to want hard numbers before she approves anything +- role: assistant + tool_calls: + - id: call_et_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per active learner monthly cost growth plan"}' +- role: tool + content: |+ + For your query 'pricing per active learner monthly cost growth plan' found 3 results in database of 2400 chunks across 55 indexed documents. + + + Per-active-learner pricing tiers: + - Starter: $6/learner/month (up to 200 learners, basic analytics, SCORM import, Slack integration). + - Growth: $4.50/learner/month (up to 2,000 learners, HRIS sync, compliance dashboard, SSO, priority support). + - Enterprise: custom pricing (unlimited learners, dedicated CSM, custom integrations, SLA). + + Annual billing saves 20%. No long-term contracts on Starter and Growth plans. + + + + Per-active-learner means you only pay for employees who complete or start at least one course module in a billing month. Inactive employees cost nothing. This eliminates the shelfware problem common with per-seat LMS pricing. + + + call_id: call_et_05 +- role: assistant + content: |- + Hard numbers β€” here you go\. + + With 800 employees, you'd be on the *Growth plan*: $4\.50/active learner/month\. That includes HRIS sync, compliance dashboard, SSO, and priority support\. + + The key word is _active_ β€” you only pay for people who actually start or complete a course that month\. So: + + If 400 people are active in a given month: $1,800 + If 800 are active \(like during a compliance push\): $3,600 + Annual billing saves 20%, which brings it to $3\.60/learner + + That's well within your $5K/month budget even at full capacity\. And months where only onboarding cohorts are training, it could be under $1K\. + + Want me to put together something your VP can look at? I can also set you up with a 30\-day sandbox β€” your actual content, up to 50 learners, no credit card\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + the pricing model is smart, I'll give you that. yes I need something for my VP β€” she's going to ask about ROI and how fast we can get this running. we have a Q3 deadline from leadership to "fix onboarding" so there's actual pressure. can you do the trial and also send me a one-pager or something? +- role: assistant + tool_calls: + - id: call_et_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Rachel", "contact_last_name": "Torres", "contact_notes": "L&D Manager at a logistics company, 800 employees. Onboarding takes 3 weeks, new hires still don''t know systems. No training tracking β€” compliance audit gap (couldn''t prove driver safety completions). Previously tried TalentLMS: 4-month migration, low adoption (200/800 logged in), cancelled after 6 months. Skeptical but engaged. Whole company uses Slack β€” strong fit for in-Slack delivery. Budget confirmed ~$5K/month. VP must approve. Q3 deadline from leadership to fix onboarding. Wants 30-day trial + VP one-pager.", "contact_tags": ["lead", "edtech", "logistics", "compliance"], "contact_bant_score": 3}}' + - id: call_et_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Rachel Torres / Logistics Co β€” Corporate Training Platform", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Rt8mK3nW + call_id: call_et_06 +- role: tool + content: |- + βœ… Created: deal_Vx5pN7qL + call_id: call_et_07 +- role: assistant + tool_calls: + - id: call_et_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rt8mK3nW", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” corporate training platform evaluation", "summary": "Rachel Torres (L&D Manager, logistics company, 800 employees) evaluated LearnPulse for onboarding and compliance training. Pain: onboarding takes 3 weeks with scattered content (Google Docs, Zoom recordings, shared drive), no completion tracking, failed compliance audit. Previously tried TalentLMS β€” 4-month migration, poor adoption (separate portal), cancelled. Addressed: SCORM import (1-2 days not months), Slack-native delivery (no separate portal), per-active-learner pricing ($4.50/learner on Growth, well within $5K/mo budget), compliance dashboard with auto-expiry alerts. Signed up for 30-day trial. Needs VP one-pager for approval. BANT: Budget=1 (confirmed $5K/mo), Authority=0 (VP must approve), Need=1 (Q3 deadline, compliance gap), Timeline=1 (Q3 leadership mandate). FOLLOW-UP: send ROI one-pager for VP."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_et_08 +- role: assistant + content: |- + All set\. Here's the plan: + + *Trial*: [Sign up here](https://learnpulse.io/trial) β€” 30 days, full platform, up to 50 learners, no credit card\. You can import your actual SCORM packages and Zoom recordings to see how it works with your content\. + + *For your VP*: I'll flag our team to send you a one\-pager with ROI breakdown β€” onboarding time reduction, compliance tracking savings, and cost comparison vs\. your current setup\. What email should we send it to? + + With a Q3 deadline, starting the trial now gives you time to validate before asking for the full sign\-off\. And if your VP wants to talk to someone on our side, we can arrange that too\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + rachel.torres@movequick.com β€” and yeah if the trial goes well I might want to set up a call between your team and my VP. thanks Karen, this was actually helpful +- role: assistant + tool_calls: + - id: call_et_09 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "patch", "args": {"contact_id": "cnt_Rt8mK3nW", "contact_email": "rachel.torres@movequick.com"}}' +- role: tool + content: |- + βœ… Patched: cnt_Rt8mK3nW + call_id: call_et_09 +- role: assistant + content: |- + Got it β€” we'll send the one\-pager to rachel\.torres@movequick\.com\. + + And when you're ready for that VP call, just message me here and I'll set it up\. Good luck with the trial β€” I think you'll see the difference fast, especially the Slack nudges\. + + Talk soon, Rachel\! +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + πŸ‘ +- role: assistant + tool_calls: + - id: call_et_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Rachel Torres, L&D Manager at logistics company (800 employees). Pain: 3-week onboarding with no tracking, failed compliance audit. Previously burned by TalentLMS (4-month migration, low adoption). Addressed migration concern (SCORM import in 1-2 days), adoption concern (Slack-native delivery), and pricing concern (per-active-learner, $4.50/mo Growth plan within $5K/mo budget). Signed up for 30-day trial. Needs VP approval β€” sending ROI one-pager to rachel.torres@movequick.com. Q3 deadline from leadership. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged. FOLLOW-UP: ROI one-pager, potential VP call.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mT5xK9wRnJ + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_et_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__energy_solar_installer.yaml b/flexus_simple_bots/karen/very_limited__energy_solar_installer.yaml new file mode 100644 index 00000000..f554f7c7 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__energy_solar_installer.yaml @@ -0,0 +1,348 @@ +judge_instructions: | + The assistant should detect frustration from the prospect's tone (exasperation, complaints about delays, past vendor failures) + and match energy: acknowledge pain around permitting bottlenecks and failed software before pivoting to solutions. + The assistant must use flexus_vector_search() before quoting permitting automation timelines, utility interconnection + features, NEC/AHJ compliance capabilities, or pricing β€” penalize if any of these are stated without a prior search. + When the prospect mentions regulatory/AHJ requirements, the assistant should ground claims in search results and + offer to connect them with a human (implementation team) for jurisdiction-specific details rather than guaranteeing outcomes. + BANT should reflect: Budget=1 (confirmed $2K/mo budget, currently spending more on manual workarounds), + Authority=0 (needs co-founder/COO approval for new software), Need=1 (urgent β€” permitting bottleneck capping growth), + Timeline=1 (wants to start before Q3 ramp). Total BANT=3. + Penalize inflated BANT scores (especially Authority β€” prospect explicitly says co-founder must sign off). + Penalize fabricated permit timelines, AHJ pass rates, or compliance certifications not grounded in vector search. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + /company/summary + { + "stage": "Growth", + "mission": "Eliminate the permitting bottleneck for solar installers", + "tagline": "From design to PTO in half the time", + "website": "https://solargrid.pro", + "industry": "Energy & Utilities / Solar Installation Software", + "company_name": "SolarGrid Pro" + } + + /company/sales-strategy + { + "approach": "consultative", + "icp": "Residential and commercial solar installation companies doing 20-200+ installs/month who lose weeks per project to permitting, AHJ compliance, and utility interconnection paperwork", + "objection_playbook": { + "price": "Most installers spend $300-500 per project on permitting labor (drafting, revisions, resubmissions). At 50 installs/month that's $15-25K/mo in hidden costs. SolarGrid Pro replaces most of that for a flat fee.", + "complexity": "Onboarding takes 5 days. We import your existing project data from your CRM or spreadsheets. Your team keeps using the same design tools β€” we plug into Aurora, Enphase, SolarEdge APIs.", + "trust": "We've processed 140,000+ permit packages across 3,200 AHJs. Our average first-pass approval rate is 94%. References from installers your size available.", + "competitor": "We respect other platforms. Our differentiator is AHJ-specific permit automation β€” we maintain compliance templates for 3,200+ jurisdictions, updated monthly. Most competitors use generic templates that get rejected." + }, + "trial": { + "duration_days": 14, + "credit_card_required": false, + "includes": "Full platform access, 5 permit packages included, onboarding call with implementation team." + } + } + + /support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T08:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "SolarGrid Pro is a solar installation management platform that automates permitting, AHJ compliance, utility interconnection applications, and project tracking. We integrate with major design tools (Aurora Solar, Enphase, SolarEdge) and auto-generate permit packages tailored to each jurisdiction's specific requirements.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Automated permit package generation for 3,200+ AHJs, NEC code compliance checking, utility interconnection application filing, project pipeline dashboard, plan set auto-generation from design tool exports, AHJ requirement database (updated monthly), inspection scheduling, change order tracking, customer portal with project status, API integrations with Aurora Solar / Enphase / SolarEdge / Salesforce.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Residential and commercial solar installers doing 20-200+ installs per month, EPC firms looking to scale without adding permitting staff, solar franchises needing consistent permit quality across multiple jurisdictions.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-project pricing with monthly minimums. Starter: $45/permit package (up to 30/month), $900/month minimum. Growth: $35/permit package (31-100/month), $1,500/month minimum. Enterprise: custom pricing for 100+/month with dedicated AHJ research team. All plans include: AHJ database access, NEC compliance checks, design tool integrations, and email support.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "14-day free trial (5 permit packages included). If a permit package is rejected due to a SolarGrid Pro error (not installer design error), we cover the resubmission fee and expedite the corrected package within 24 hours.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @solargridpro_support, email support@solargrid.pro, phone (Growth/Enterprise): +1-833-555-0199", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "AHJ-specific compliance questions for jurisdictions not yet in our database, utility interconnection disputes, enterprise pricing, NEC code interpretation questions, permit rejection disputes.", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee permit approval (AHJs have final authority). Never provide NEC code interpretations as legal advice. Never promise specific AHJ turnaround times (varies by jurisdiction). Never claim coverage for an AHJ without verifying in the database first β€” always search. Never make guarantees about utility interconnection timelines.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Marco Delgado' chat_id=72839105 + hey we're a residential solar installer doing about 50 systems a month and our permitting is KILLING us. every project takes 2-3 weeks just for permits and we've had 8 rejections this month alone. is this something you guys can actually help with or is it another platform that doesn't know how AHJs actually work +- role: assistant + tool_calls: + - id: call_fg_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mT7vK2pRnX", + "title": "Telegram private user='Marco Delgado' chat_id=72839105\nhey we're a residential solar installer doing about 50 systems a month and our permitting is KILLING us. every project takes 2-3 weeks just for permits and we've had 8 rejections this month alone. is this something you guys can actually help with or is it another platform that doesn't know how AHJs actually work", + "details": { + "chat_id": 72839105, + "chat_type": "private", + "message_id": 8401, + "attachments": [], + "message_text": "hey we're a residential solar installer doing about 50 systems a month and our permitting is KILLING us. every project takes 2-3 weeks just for permits and we've had 8 rejections this month alone. is this something you guys can actually help with or is it another platform that doesn't know how AHJs actually work", + "message_author_id": 72839105, + "message_author_name": "Marco Delgado" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mT7vK2pRnX", "title": "Telegram private user='Marco Delgado' chat_id=72839105\nhey we're a residential solar installer doing about 50 systems a month and our permitting is KILLING us. every project takes 2-3 weeks just for permits and we've had 8 rejections this month alone. is this something you guys can actually help with or is it another platform that doesn't know how AHJs actually work", "human": "telegram:72839105"}, + ] + + Done: + [ + ] + call_id: call_fg_01 +- role: title + content: "[telegram] [marco] [sales] Marco Delgado β€” solar installer, permitting bottleneck, 8 rejections/month" +- role: assistant + tool_calls: + - id: call_fg_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 72839105}}' +- role: tool + content: | + CAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '72839105'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_fg_02 +- role: assistant + content: "8 rejections in a month at 50 installs β€” that's brutal, and I bet each one costs you a week\\+ in rework\\. I'm Karen, AI assistant at SolarGrid Pro\\.\n\nBefore I say anything about us β€” what's causing the rejections? Is it the same AHJ, or are you spread across a bunch of jurisdictions?" +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + we cover about 12 counties in Texas and every single one has different requirements. one wants single-line diagrams a specific way, another needs a structural letter format we didn't know about, half of them updated their requirements and we were still using old templates. my permitting coordinator is drowning +- role: assistant + content: "12 counties, all different rules, and they keep changing them without telling you β€” yeah, that's the exact problem\\. Your coordinator isn't bad at their job, they're just playing whack\\-a\\-mole with 12 different sets of rules that move\\.\n\nWhat are you using now to manage this β€” spreadsheets, a CRM, another platform? Or is it all manual?" +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + we tried SolarAPP+ but it only works for a handful of our jurisdictions. the rest is manual β€” my coordinator pulls up the AHJ website, figures out what they want, builds the package in AutoCAD. we also tried another platform last year, won't name them, but their "automated" permits got rejected more than our manual ones because they used cookie-cutter templates that didn't match what the AHJ actually wanted +- role: assistant + tool_calls: + - id: call_fg_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "AHJ specific permit automation jurisdiction templates approval rate"}' +- role: tool + content: |+ + For your query 'AHJ specific permit automation jurisdiction templates approval rate' found 3 results in database of 1800 chunks across 38 indexed documents. + + + SolarGrid Pro maintains a proprietary AHJ compliance database covering 3,200+ jurisdictions across the US. Each jurisdiction entry includes: required document formats, structural calculation requirements, single-line diagram specifications, setback rules, fire code requirements, and utility interconnection forms. The database is updated monthly by our AHJ research team who monitor code changes, bulletin updates, and direct AHJ communications. Average first-pass approval rate across all jurisdictions: 94%. + + + + Unlike generic template-based systems, SolarGrid Pro generates permit packages tailored to each AHJ's specific requirements. The system pulls the correct document formats, calculation methods, and attachment requirements for the target jurisdiction before generating any paperwork. This jurisdiction-aware approach is why our first-pass approval rate (94%) is significantly higher than industry average (estimated 70-75% for manual submissions). + + + call_id: call_fg_03 +- role: assistant + content: "That's exactly the failure mode we were built to solve\\. Generic templates are worse than manual because you get a false sense of security and still eat the rejection\\.\n\nHere's how we're different: we maintain a database of 3,200\\+ AHJs with the *specific* requirements for each β€” document formats, structural calc methods, single\\-line diagram specs, fire code, setback rules, all of it\\. Our team updates it monthly by monitoring AHJ bulletins and code changes\\.\n\nSo when you submit a project in Harris County vs\\. Travis County vs\\. Williamson County, you get a different package each time, matched to what that AHJ actually wants\\. Our first\\-pass approval rate across all jurisdictions is 94%\\.\n\nWith 12 Texas counties, we almost certainly have all of yours covered\\. Want me to check?" +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + 94% first-pass is wild if that's real. we're probably at like 60% right now. but here's my concern β€” we use Aurora Solar for design and our whole workflow is built around it. if I have to re-enter everything into a new system my team will revolt +- role: assistant + tool_calls: + - id: call_fg_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Aurora Solar integration API design tool import"}' +- role: tool + content: |+ + For your query 'Aurora Solar integration API design tool import' found 2 results in database of 1800 chunks across 38 indexed documents. + + + SolarGrid Pro integrates directly with Aurora Solar, Enphase, and SolarEdge via API. For Aurora Solar: design data (system size, panel layout, inverter specs, shading analysis) imports automatically when a project is created. No manual re-entry required. The integration pulls the design parameters and auto-populates the permit package fields, structural calculations, and single-line diagrams based on the target AHJ's requirements. + + + + Onboarding timeline: 5 business days. Day 1-2: account setup, API connections (Aurora/Enphase/SolarEdge/CRM), historical project import. Day 3-4: team training (2 hours, virtual). Day 5: first live permit package with implementation team review. Most teams are fully autonomous by end of week 2. + + + call_id: call_fg_04 +- role: assistant + content: "No revolt necessary\\. We integrate directly with Aurora Solar via API β€” your team keeps designing in Aurora exactly like they do now\\. When a project is created in SolarGrid Pro, we pull the design data automatically: system size, panel layout, inverter specs, shading analysis\\. No re\\-entry\\.\n\nFrom there we auto\\-populate the permit package β€” structural calcs, single\\-line diagrams, all formatted to the target AHJ's specs\\.\n\nOnboarding is 5 days total\\. We connect the Aurora API, import your historical projects, do a 2\\-hour training, and your team submits their first live permit with our implementation team reviewing it\\. Most teams are running on their own by end of week 2\\." +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + ok that actually sounds usable. what does it cost? we're doing 50/month so I need to know if this makes financial sense vs just hiring another permit coordinator +- role: assistant + tool_calls: + - id: call_fg_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per permit package monthly plans cost"}' +- role: tool + content: |+ + For your query 'pricing per permit package monthly plans cost' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Per-project pricing with monthly minimums: + - Starter: $45/permit package (up to 30/month), $900/month minimum. + - Growth: $35/permit package (31-100/month), $1,500/month minimum. + - Enterprise: custom pricing for 100+/month with dedicated AHJ research team. + + All plans include: AHJ database access, NEC compliance checks, design tool integrations, and email support. + + + call_id: call_fg_05 +- role: assistant + content: "At 50 permits/month, you'd be on the Growth plan: $35 per permit package, $1,500/month minimum\\.\n\n50 x $35 = $1,750/month\\.\n\nCompare that to a permit coordinator β€” salary, benefits, training, you're looking at $4\\-5K/month minimum, and they still can't track 12 counties' worth of changing AHJ rules the way a database can\\. Plus you're currently eating resubmission fees and 2\\-3 weeks of delay on every rejection\\.\n\nAt 8 rejections/month, even if each one only costs you $200 in rework and delays a project by a week β€” that's $1,600/month and 8 weeks of lost project velocity you're leaving on the table\\.\n\nDoes the math work on your end?" +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + yeah $1,750 is way less than another hire and way less than what the rejections cost us. honestly I'm sold but I need to run it by my co-founder Lucia β€” she handles all the software purchasing. I can't sign off on new platforms without her +- role: assistant + content: "Totally fair β€” and honestly, that's the right process\\. Don't let me or anyone pressure you into skipping it\\.\n\nHere's what I'd suggest: we have a 14\\-day free trial, 5 permit packages included, no credit card\\. You and Lucia can both get in, see the Aurora integration, run a few real permits through it\\. If the first\\-pass approvals speak for themselves, that's a better pitch than anything I can say\\.\n\nWant me to set that up? I just need an email to send the trial invite to\\." +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + that works. marco@sunpathsolar.com β€” set it up and I'll get Lucia in there this week. also if you have any case studies from Texas installers our size that would help me convince her +- role: assistant + tool_calls: + - id: call_fg_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Marco", "contact_last_name": "Delgado", "contact_email": "marco@sunpathsolar.com", "contact_notes": "Co-owner at SunPath Solar (residential solar installer, Texas). 50 installs/month across 12 Texas counties. Major pain: permitting bottleneck β€” 2-3 weeks per permit, 8 rejections/month (~60% first-pass rate). Tried SolarAPP+ (limited jurisdiction coverage) and another platform (generic templates caused more rejections). Uses Aurora Solar for design. Comparing SolarGrid Pro ($1,750/mo Growth plan) vs hiring another permit coordinator ($4-5K/mo). Needs co-founder Lucia to approve software purchases β€” cannot sign off alone. Wants 14-day trial + Texas case studies. BANT: Budget=1 (confirmed $1,750/mo is within range, cheaper than alternatives), Authority=0 (needs co-founder Lucia''s approval), Need=1 (urgent, permitting is capping growth), Timeline=1 (wants to start before Q3 summer ramp).", "contact_tags": ["lead", "solar", "residential", "texas", "permitting"], "contact_bant_score": 3}}' + - id: call_fg_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Marco Delgado / SunPath Solar β€” Permit Automation (Growth Plan)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + Created: cnt_Rk4mN7wQ + call_id: call_fg_06 +- role: tool + content: |- + Created: deal_Xp2nL9tV + call_id: call_fg_07 +- role: assistant + tool_calls: + - id: call_fg_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rk4mN7wQ", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” solar permit automation", "summary": "Marco Delgado, co-owner at SunPath Solar (residential, Texas). 50 installs/month across 12 counties, permitting bottleneck: 2-3 weeks/permit, 8 rejections/month. Tried SolarAPP+ (limited coverage) and another platform (generic templates, worse results). Uses Aurora Solar for design β€” confirmed API integration removes re-entry concern. Growth plan at $1,750/mo vs hiring ($4-5K/mo) β€” ROI clear. Needs co-founder Lucia to approve. Requested: 14-day trial to marco@sunpathsolar.com, Texas installer case studies. BANT: Budget=1, Authority=0 (co-founder approval needed), Need=1, Timeline=1. Score=3/4 (warm). NEXT STEPS: send trial invite, share Texas case studies, follow up after Lucia reviews."}' +- role: tool + content: |- + Activity logged + call_id: call_fg_08 +- role: assistant + content: "Done\\. Here's what's coming your way:\n\n1\\. Trial invite to marco@sunpathsolar\\.com β€” full platform access, 5 permit packages included, 14 days, no card needed\\.\n2\\. I'm flagging our team to send over Texas\\-specific case studies from installers at your volume\\. Expect those in your inbox within 24 hours\\.\n\nWhen Lucia's ready to look at it together, ping me here and I can walk you both through anything or set up a call with our implementation team\\.\n\nGood luck with those 12 counties in the meantime\\." +- role: user + content: + - m_type: text + m_content: |- + Marco Delgado + + perfect. first time someone actually understood the AHJ problem instead of just saying "we automate permits". appreciate it Karen, talk soon +- role: assistant + tool_calls: + - id: call_fg_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Marco Delgado, co-owner at SunPath Solar (residential solar, Texas). 50 installs/month across 12 counties, permitting bottleneck β€” 2-3 weeks/permit, 8 rejections/month (~60% first-pass rate). Tried SolarAPP+ and another platform (both failed). Uses Aurora Solar. Growth plan $1,750/mo vs hiring $4-5K/mo β€” clear ROI. Needs co-founder Lucia to approve software. Requested 14-day trial + Texas case studies. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged. NEXT: trial invite to marco@sunpathsolar.com, Texas case studies within 24h, follow up after Lucia reviews.", "humanhours": 0.15, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mT7vK2pRnX + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_fg_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__fintech_payment_gateway.yaml b/flexus_simple_bots/karen/very_limited__fintech_payment_gateway.yaml new file mode 100644 index 00000000..2d94dcdc --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__fintech_payment_gateway.yaml @@ -0,0 +1,384 @@ +judge_instructions: | + The assistant should detect frustration from the prospect's tone (caps, expletives, short replies) and + match energy: acknowledge pain, don't pitch immediately, let them vent before offering solutions. + The assistant must use flexus_vector_search() before quoting pricing tiers, PCI compliance details, + or uptime guarantees β€” penalize if any of these are stated without a prior search. + When the prospect mentions an ongoing regulatory audit, the assistant should offer to connect them with + a human (compliance team) rather than making compliance promises on its own. + BANT should reflect: Budget=1 (confirmed $2k/mo allocation), Authority=1 (sole decision-maker for infra), + Need=1 (urgent β€” current provider failing), Timeline=0 (blocked by regulatory audit, can't migrate until cleared). + Penalize inflated BANT scores. Penalize fabricated uptime percentages or compliance certifications. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Payment infrastructure that just works", + "tagline": "Process payments without the headaches", + "website": "https://clearledger.io", + "industry": "Fintech / Payment Processing", + "company_name": "ClearLedger" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-market SaaS companies and marketplaces processing $500K-$50M/year in transactions who need reliable payment infrastructure with strong compliance posture", + "objection_playbook": { + "price": "Our pricing includes PCI compliance tooling and 24/7 monitoring that you'd otherwise pay separately for. Net cost is typically lower than Stripe + compliance vendor.", + "complexity": "Migration takes 5-10 business days with our engineering team handling the heavy lifting. We run both systems in parallel during cutover.", + "trust": "We process $2B+ annually across 400+ merchants. SOC 2 Type II, PCI DSS Level 1 certified. References available on request.", + "competitor": "We respect other providers. Our differentiator is uptime (99.99% SLA with financial penalty) and built-in compliance reporting that saves 20+ hours/month at audit time." + }, + "trial": { + "duration_days": 0, + "credit_card_required": false, + "includes": "No free trial for payment processing (regulatory reasons). Instead: sandbox environment with full API access, plus a 90-day money-back guarantee on processing fees." + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-10T08:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ClearLedger is a payment processing platform for SaaS companies and marketplaces. We handle card processing, ACH, wire transfers, and payouts with built-in PCI compliance tooling, fraud detection, and regulatory reporting. Our API is Stripe-compatible for easy migration.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Card processing (Visa, MC, Amex, Discover), ACH/wire, split payments for marketplaces, recurring billing, PCI DSS Level 1 compliance, built-in fraud scoring (ML-based), compliance dashboard with audit-ready reports, webhook-based event system, Stripe-compatible API, 99.99% uptime SLA with financial penalty.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "SaaS companies processing $500K-$50M/year, marketplace platforms needing split payments, fintech startups needing PCI compliance without building it in-house.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Interchange-plus pricing. Starter: 2.7% + $0.25 per transaction (up to $1M/year volume). Growth: 2.4% + $0.20 (up to $10M/year). Enterprise: custom rates. All plans include PCI compliance tooling and fraud detection. No monthly minimums on Starter. Growth plan: $500/month platform fee.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "90-day money-back guarantee on processing fees for new merchants. Disputes/chargebacks handled per card network rules.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @clearledger_support, email support@clearledger.io, phone (Growth/Enterprise only): +1-888-555-0147", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "PCI compliance questions, regulatory/audit matters, enterprise pricing, data breach concerns, chargeback disputes over $10K", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific chargeback rates. Never provide legal or tax advice. Never share other merchants' transaction data. Never make compliance certifications that aren't documented β€” always search first. Never promise custom rates without sales team approval.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Danny Reeves' chat_id=91450283 + our payment provider went down AGAIN last night, 3 hours of downtime during peak. I need alternatives NOW +- role: assistant + tool_calls: + - id: call_fg_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "qW4nR8mKpL", + "title": "Telegram private user='Danny Reeves' chat_id=91450283\nour payment provider went down AGAIN last night, 3 hours of downtime during peak. I need alternatives NOW", + "details": { + "chat_id": 91450283, + "chat_type": "private", + "message_id": 5102, + "attachments": [], + "message_text": "our payment provider went down AGAIN last night, 3 hours of downtime during peak. I need alternatives NOW", + "message_author_id": 91450283, + "message_author_name": "Danny Reeves" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "qW4nR8mKpL", "title": "Telegram private user='Danny Reeves' chat_id=91450283\nour payment provider went down AGAIN last night, 3 hours of downtime during peak. I need alternatives NOW", "human": "telegram:91450283"}, + ] + + Done: + [ + ] + call_id: call_fg_01 +- role: title + content: "[telegram] [danny] [sales] Danny Reeves β€” payment provider outage, looking for alternatives" +- role: assistant + tool_calls: + - id: call_fg_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 91450283}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '91450283'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_fg_02 +- role: assistant + content: "3 hours down during peak β€” that's brutal\\. I'm Karen, AI assistant at ClearLedger\\. Before I pitch anything, tell me more: what's your setup? What kind of volume are you processing?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + SaaS company, B2B invoicing tool. we do about $3M/year in card transactions, growing fast. we're on a provider I won't name but they've had 4 outages in the last 2 months. every time it happens my customers can't pay their invoices and I get the angry emails +- role: assistant + content: "4 outages in 2 months on a payment provider β€” yeah that's not a blip, that's a pattern\\. And your customers are the ones eating it, which makes it your problem\\. What have you tried so far β€” have you talked to them about it, looked at anyone else?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + talked to their support, they keep saying "we're working on it". I looked at Stripe but honestly their compliance stuff is thin and we're going through a SOC 2 audit right now. I can't afford to move to something that makes our auditor nervous +- role: assistant + tool_calls: + - id: call_fg_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "PCI compliance SOC 2 audit reporting"}' +- role: tool + content: |+ + For your query 'PCI compliance SOC 2 audit reporting' found 3 results in database of 1800 chunks across 38 indexed documents. + + + ClearLedger is PCI DSS Level 1 certified (highest level) and SOC 2 Type II compliant. The compliance dashboard generates audit-ready reports covering: transaction logs, access controls, encryption status, and incident history. Most merchants save 20+ hours/month during audit prep compared to assembling reports manually from their payment provider. + + + + Data handling: all card data is tokenized at the edge (never hits your servers). Encryption: TLS 1.3 in transit, AES-256 at rest. Key rotation: automatic, every 90 days. Compliance reports exportable as PDF or CSV for auditor consumption. + + + call_id: call_fg_03 +- role: assistant + content: |- + SOC 2 audit right now β€” timing matters, I get it\. + + So here's where we're different: ClearLedger is PCI DSS Level 1 certified and SOC 2 Type II compliant\. We have a compliance dashboard that generates audit\-ready reports β€” transaction logs, access controls, encryption status, incident history\. Most merchants save 20\+ hours/month on audit prep\. + + Your card data never touches your servers \(tokenized at the edge\), and we handle key rotation automatically\. + + That said β€” if you're mid\-audit and have specific compliance questions, I can connect you with our compliance team directly\. They've walked merchants through auditor conversations before\. Want that? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + that compliance dashboard thing is exactly what I've been building manually in spreadsheets. ok what about uptime though β€” that's my #1 issue right now. what's your track record? +- role: assistant + tool_calls: + - id: call_fg_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "uptime SLA guarantee availability track record"}' +- role: tool + content: |+ + For your query 'uptime SLA guarantee availability track record' found 2 results in database of 1800 chunks across 38 indexed documents. + + + ClearLedger offers a 99.99% uptime SLA with financial penalty: if monthly uptime drops below 99.99%, affected merchants receive processing fee credits proportional to downtime. In the last 12 months, actual uptime has been 99.997%. The platform runs active-active across 3 AWS regions with automatic failover. + + + + Incident response: ClearLedger publishes a public status page (status.clearledger.io) with real-time uptime data. Any incident over 5 minutes triggers automatic merchant notification via webhook and email. Post-incident reports published within 48 hours. + + + call_id: call_fg_04 +- role: assistant + content: |- + This is the part that matters most for you, so let me be specific\. + + We have a 99\.99% uptime SLA β€” and it has teeth: if we drop below that, you get processing fee credits automatically\. No filing claims, no arguing\. Last 12 months our actual uptime was 99\.997%\. + + Infrastructure is active\-active across 3 AWS regions with automatic failover\. Public status page at status\.clearledger\.io so you can verify, not just trust\. + + Compare that to 4 outages in 2 months β€” that's a different universe\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + ok the SLA with financial penalty is good, nobody else offered that. what would it cost me? we're doing about $250K/month in transactions +- role: assistant + tool_calls: + - id: call_fg_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing interchange plus transaction fees growth plan"}' +- role: tool + content: |+ + For your query 'pricing interchange plus transaction fees growth plan' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Interchange-plus pricing tiers: + - Starter: 2.7% + $0.25 per transaction (up to $1M/year volume). No monthly minimum. + - Growth: 2.4% + $0.20 per transaction ($1M-$10M/year). $500/month platform fee. + - Enterprise: custom rates for $10M+/year. + + All plans include PCI compliance tooling, fraud detection, compliance dashboard, and 24/7 monitoring. + + + call_id: call_fg_05 +- role: assistant + content: |- + At $250K/month \(\~$3M/year\), you'd be on the Growth plan: + + 2\.4% \+ $0\.20 per transaction, plus $500/month platform fee\. + + That includes PCI compliance tooling, fraud detection, the compliance dashboard, and 24/7 monitoring β€” stuff you'd pay separately for elsewhere\. + + Rough math: if your average transaction is $200, that's \~1,250 transactions/month\. Processing cost would be around $6,250/month \+ $500 platform fee\. But that bundles compliance tooling you're probably paying a vendor for already\. + + Does that fit your budget? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + we're paying about $8K/month right now with our current provider plus $1,200/month for a separate compliance tool so yeah $6,750 total is actually cheaper. only problem is I can't migrate anything until our SOC 2 audit wraps up β€” auditor said no infrastructure changes until she signs off. probably 6-8 weeks +- role: assistant + content: |- + Smart β€” don't blow up your audit timeline for a migration\. That's the right call\. + + Here's what I'd suggest: get into our sandbox now \(full API access, no commitment\) and start the integration work so you're ready to flip the switch the day your auditor signs off\. Migration itself takes 5\-10 business days with our team's help, and we run both systems in parallel during cutover so there's zero gap\. + + And I meant it about the compliance team β€” if your auditor has questions about ClearLedger's certifications during the audit, we can get on a call with her directly\. That way you're not starting from scratch after the audit\. + + Want me to set up sandbox access? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + yeah set up the sandbox. and yes please connect me with your compliance people β€” having them ready to talk to my auditor would save me a massive headache. my email is danny@invoiceflow.io +- role: assistant + tool_calls: + - id: call_fg_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Danny", "contact_last_name": "Reeves", "contact_email": "danny@invoiceflow.io", "contact_notes": "CTO/founder at InvoiceFlow (B2B invoicing SaaS), $3M/year in card transactions (~$250K/month). Current provider has had 4 outages in 2 months. Mid-SOC 2 audit β€” can''t migrate for 6-8 weeks until auditor signs off. Currently pays ~$8K/mo processing + $1,200/mo compliance tool. ClearLedger Growth plan would be ~$6,750/mo total β€” net savings. Wants sandbox access now, compliance team intro for auditor conversation. Sole decision-maker for infra.", "contact_tags": ["lead", "fintech", "saas", "compliance-sensitive"], "contact_bant_score": 3}}' + - id: call_fg_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Danny Reeves / InvoiceFlow β€” Payment Processing Migration", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Wn5kQ9rT + call_id: call_fg_06 +- role: tool + content: |- + βœ… Created: deal_Yp3mL8vR + call_id: call_fg_07 +- role: assistant + tool_calls: + - id: call_fg_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Wn5kQ9rT", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” payment processing migration", "summary": "Danny Reeves (InvoiceFlow, B2B invoicing SaaS) frustrated with current payment provider (4 outages in 2 months). Processing $3M/year, paying ~$9.2K/mo total (processing + compliance tool). ClearLedger Growth plan would save ~$2.5K/mo. Mid-SOC 2 audit β€” can''t migrate for 6-8 weeks. Addressed: uptime SLA (99.99% with financial penalty), PCI/SOC 2 compliance dashboard, migration process. Requested sandbox + compliance team intro for auditor. BANT: Budget=1 (confirmed ~$8K/mo allocation, ClearLedger is cheaper), Authority=1 (sole decision-maker for infra), Need=1 (urgent, repeated outages), Timeline=0 (blocked by audit, 6-8 weeks). ESCALATION: connect with compliance team for auditor conversation."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_fg_08 +- role: assistant + content: |- + Done\. Here's what happens next: + + 1\. I'm flagging our compliance team to reach out to you at danny@invoiceflow\.io β€” they'll coordinate directly with your auditor when you're ready\. + 2\. Sandbox access: you'll get an email with API keys and docs within the hour\. + + When the audit wraps up, ping me here and we'll kick off migration β€” 5\-10 days, parallel systems, zero downtime cutover\. + + Hang in there with the current provider for a few more weeks β€” the finish line is in sight\. πŸ’ͺ +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Danny Reeves + + appreciate it Karen. first useful conversation I've had about this in weeks. talk soon +- role: assistant + tool_calls: + - id: call_fg_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Danny Reeves, InvoiceFlow (B2B invoicing SaaS), $3M/year transactions. Frustrated β€” current provider had 4 outages in 2 months. Addressed uptime (99.99% SLA w/ financial penalty), pricing (Growth plan ~$6,750/mo vs current ~$9.2K/mo), and compliance (PCI L1 + SOC 2 Type II dashboard). Mid-SOC 2 audit blocks migration for 6-8 weeks. Requested sandbox access + compliance team intro for auditor. BANT 3/4 (Budget=1, Authority=1, Need=1, Timeline=0). ESCALATION: compliance team to contact danny@invoiceflow.io. CRM contact + deal + activity logged.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done qW4nR8mKpL + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_fg_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__gaming_player_analytics.yaml b/flexus_simple_bots/karen/very_limited__gaming_player_analytics.yaml new file mode 100644 index 00000000..94f8aac6 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__gaming_player_analytics.yaml @@ -0,0 +1,458 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or integration details. + Penalize if the assistant fabricates pricing tiers, feature capabilities, or competitor comparisons not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Need=1, Authority=1, Timeline=1, Budget=0 not confirmed). + Penalize if the assistant dismisses the vendor lock-in objection or the PlayFab competitor mention without searching first. + Penalize if the assistant invents latency guarantees or SLA numbers not found in search results. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Help game studios understand and retain their players", + "tagline": "Player intelligence for studios that ship fast", + "website": "https://arcanalytics.io", + "industry": "Gaming Technology / Player Analytics SaaS", + "company_name": "ArcAnalytics" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mobile and PC game studios (100K-5M DAU) struggling with player retention, monetization analytics, or live ops β€” especially teams that outgrew Firebase/GameAnalytics and need deeper behavioral segmentation without building in-house.", + "objection_playbook": { + "price": "ROI is measurable: average customer finds 15-20% more revenue from targeted offers within 90 days. We price per MAU, not per seat, so your whole team can use it.", + "complexity": "SDK integration takes under a day for Unity/Unreal. We also ingest raw events via REST API or S3 import. No schema migration needed β€” we adapt to your event taxonomy.", + "trust": "14-day free trial with full feature access. SOC 2 Type II certified. Data stays in your region (US, EU, or APAC). We never sell or share player data.", + "competitor": "We don't trash competitors. ArcAnalytics focuses on real-time behavioral cohorts, churn prediction, and LiveOps experiment tooling. Happy to let studios compare side by side.", + "vendor_lock_in": "All your data is exportable at any time via our Bulk Export API β€” Parquet, CSV, or direct S3 sync. No lock-in, no exit fees. We earn your business every month." + }, + "trial": { + "duration_days": 14, + "credit_card_required": false, + "includes": "Full platform, up to 500K MAU, SDK access, onboarding call, Slack support channel" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ArcAnalytics is a player intelligence platform for game studios. It ingests in-game events via SDK (Unity, Unreal, Godot) or REST API and provides real-time dashboards, behavioral cohort analysis, churn prediction (ML-based), LiveOps A/B testing, and monetization analytics. Studios use it to understand why players leave, which offers convert, and how to run targeted live events.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Real-time event ingestion (sub-second), behavioral cohort builder, ML churn prediction (D1/D7/D30), LiveOps experiment framework (A/B/multivariate), monetization funnels, player segmentation, push notification targeting, retention curves, LTV modeling, custom dashboards, SDK for Unity/Unreal/Godot, REST API, S3 bulk import/export, Slack/Discord alerting, SOC 2 Type II compliant.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Mobile and PC game studios with 100K-5M DAU who need deeper analytics than Firebase or GameAnalytics. Also: live service games that run frequent events and need experimentation tooling. Teams that want churn prediction without hiring a data science team.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-MAU pricing. Indie: $0.002/MAU (up to 500K MAU). Growth: $0.0015/MAU (500K-3M MAU). Enterprise: custom (3M+ MAU). Annual contracts get 20% discount. Stripe billing. Volume discounts available for multi-title studios.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "14-day trial is free. Monthly contracts can be cancelled anytime. Annual contracts: pro-rated refund within first 60 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @arcanalytics_support, email support@arcanalytics.io, dedicated Slack channel for Growth/Enterprise tiers, in-app chat", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing requests, custom ML model training, data residency questions, COPPA/GDPR compliance for kids' games, migration from competitor platforms", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific churn prediction accuracy percentages unless quoting published benchmarks. Never share another studio's player data or metrics. Never promise custom ML models without engineering review. Never disparage competitors by name. Never claim COPPA compliance without verifying the customer's specific use case with legal.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Marcus Chen' chat_id=91205847 + hey β€” our mobile game has 500K DAU and our D7 retention is like 12%. we're basically flying blind on why players drop off after the tutorial. do you guys do retention analytics? +- role: assistant + tool_calls: + - id: call_ga_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "pV4xR8mNkT", + "title": "Telegram private user='Marcus Chen' chat_id=91205847\nhey β€” our mobile game has 500K DAU and our D7 retention is like 12%. we're basically flying blind on why players drop off after the tutorial. do you guys do retention analytics?", + "details": { + "chat_id": 91205847, + "chat_type": "private", + "message_id": 5602, + "attachments": [], + "message_text": "hey β€” our mobile game has 500K DAU and our D7 retention is like 12%. we're basically flying blind on why players drop off after the tutorial. do you guys do retention analytics?", + "message_author_id": 91205847, + "message_author_name": "Marcus Chen" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "pV4xR8mNkT", "title": "Telegram private user='Marcus Chen' chat_id=91205847\nhey β€” our mobile game has 500K DAU and our D7 retention is like 12%. we're basically flying blind on why players drop off after the tutorial. do you guys do retention analytics?", "human": "telegram:91205847"}, + ] + + Done: + [ + ] + call_id: call_ga_01 +- role: title + content: "[telegram] [marcus] [sales] Marcus Chen β€” retention analytics for mobile game studio" +- role: assistant + tool_calls: + - id: call_ga_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 91205847}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '91205847'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_ga_02 +- role: assistant + tool_calls: + - id: call_ga_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "retention analytics churn prediction player drop-off"}' +- role: tool + content: |+ + For your query 'retention analytics churn prediction player drop-off' found 3 results in database of 1800 chunks across 38 indexed documents. + + + ArcAnalytics provides ML-based churn prediction for D1, D7, and D30 retention windows. The model identifies behavioral signals (session length drop, feature non-usage, spending pattern changes) that precede churn. Studios can build custom retention cohorts and compare segments side by side to isolate exactly where and why players disengage. + + + + Retention curves in ArcAnalytics update in real-time. The behavioral cohort builder lets you segment players by any combination of events (e.g., "completed tutorial but never opened the shop" vs "completed tutorial and made a purchase within 24h"). This is the primary tool studios use to diagnose post-tutorial drop-off. + + + call_id: call_ga_03 +- role: assistant + content: "Hey Marcus\\! I'm Karen, AI assistant at ArcAnalytics\\. Retention analytics is exactly what we do\\. 12% D7 with 500K DAU β€” that's a lot of players walking away\\. Can you tell me a bit more about the drop\\-off? Is it right after the tutorial ends, or do players come back for a session or two and then vanish?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + mostly right after tutorial. like they finish onboarding, poke around for a minute, and never come back. we log events through Firebase but honestly nobody on the team knows how to make sense of the data. we just stare at the retention curve going down +- role: assistant + content: "So you're collecting events but can't turn them into actionable insight β€” the data's there, you just don't have the tooling to slice it and figure out *what* specifically loses people post\\-tutorial\\. That sound right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + exactly. we tried building some dashboards in BigQuery + Looker but it took our one data guy three weeks and it still doesn't tell us WHY players churn, just that they do. he quit last month so now it's totally unmaintained +- role: assistant + tool_calls: + - id: call_ga_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "behavioral cohort builder segmentation tutorial drop-off diagnosis"}' +- role: tool + content: |+ + For your query 'behavioral cohort builder segmentation tutorial drop-off diagnosis' found 3 results in database of 1800 chunks across 38 indexed documents. + + + The behavioral cohort builder lets you segment players by any combination of events (e.g., "completed tutorial but never opened the shop" vs "completed tutorial and made a purchase within 24h"). This is the primary tool studios use to diagnose post-tutorial drop-off. No SQL required β€” the cohort builder is visual and drag-and-drop. + + + + ArcAnalytics replaces the need for a dedicated data analyst for most retention questions. The churn prediction model surfaces the top 5 behavioral signals driving churn each week, automatically. Studios typically identify their first actionable insight within 48 hours of SDK integration. + + + call_id: call_ga_04 +- role: assistant + content: |- + That's painful β€” three weeks of dashboard work and it still only shows the *what*, not the *why*\. And now the person who built it is gone\. + + This is exactly the gap we fill\. ArcAnalytics has a visual cohort builder β€” no SQL, drag\\-and\\-drop β€” where you can compare segments like "finished tutorial but never opened the shop" vs "finished tutorial and bought something within 24h"\. You'd see exactly which behaviors separate churners from retainers\. + + On top of that, our ML churn model automatically surfaces the top 5 behavioral signals driving churn each week\. Most studios find their first actionable insight within 48 hours of integrating the SDK\. + + Are you on Unity or Unreal? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + Unity. that cohort thing sounds cool but honestly I've heard that pitch before. we looked at PlayFab analytics and it felt really locked into their ecosystem. I don't want to be stuck with another vendor that holds our data hostage if we decide to leave +- role: assistant + tool_calls: + - id: call_ga_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "data export vendor lock-in Parquet CSV S3 bulk export"}' +- role: tool + content: |+ + For your query 'data export vendor lock-in Parquet CSV S3 bulk export' found 2 results in database of 1800 chunks across 38 indexed documents. + + + ArcAnalytics Bulk Export API: all ingested event data is exportable at any time in Parquet, CSV, or via direct S3 sync to your own bucket. No exit fees, no data retention lock-in. Export runs are unlimited on all paid tiers. Studios own their data β€” we just help them understand it. + + + + Data portability commitment: if a studio cancels, they have 90 days to export all historical data. After 90 days, data is permanently deleted per our retention policy. We provide a migration guide and dedicated support for studios moving to or from competitor platforms. + + + call_id: call_ga_05 +- role: assistant + content: |- + Valid concern β€” vendor lock\\-in is a real problem in this space, and I won't pretend it isn't\. + + Here's how we handle it: all your event data is exportable at any time through our Bulk Export API β€” Parquet, CSV, or direct S3 sync to your own bucket\. No exit fees, unlimited exports on every paid tier\. If you ever cancel, you get 90 days to pull everything\. Your data, your bucket, your choice\. + + We earn your business monthly β€” we don't trap you into it\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + ok that's actually good to hear. what would the Unity SDK integration look like? we have a pretty custom event pipeline already +- role: assistant + tool_calls: + - id: call_ga_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Unity SDK integration setup custom events REST API"}' +- role: tool + content: |+ + For your query 'Unity SDK integration setup custom events REST API' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Unity SDK integration: install via Unity Package Manager (UPM), initialize with one line of code, and start sending events immediately. The SDK auto-captures session start/end, screen views, and crashes. For custom events, use ArcAnalytics.Track("event_name", properties). Typical integration takes under a day. The SDK supports offline buffering and batched uploads to minimize network overhead. + + + + For studios with existing event pipelines, ArcAnalytics also accepts events via REST API or S3 bulk import. No schema migration needed β€” we adapt to your event taxonomy. You can run the SDK alongside your existing pipeline during a transition period. + + + call_id: call_ga_06 +- role: assistant + content: |- + Since you already have a custom pipeline, you've got two options: + + *Option 1*: Unity SDK via Package Manager β€” one\\-line init, auto\\-captures sessions and crashes, and you add `ArcAnalytics.Track()` calls for custom events\. Under a day to integrate\. + + *Option 2*: Keep your existing pipeline and send events to us via REST API or S3 bulk import\. We adapt to your event taxonomy β€” no schema migration\. You can even run both side by side during a transition\. + + Either way, your existing events don't need to be restructured\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + the REST API option is nice, means we don't have to rip out what we have. what does pricing look like at our scale? 500K DAU, probably 2-3M MAU +- role: assistant + tool_calls: + - id: call_ga_07 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per MAU Growth tier volume 500K 3M"}' +- role: tool + content: |+ + For your query 'pricing per MAU Growth tier volume 500K 3M' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Per-MAU pricing tiers: + - Indie: $0.002/MAU (up to 500K MAU) + - Growth: $0.0015/MAU (500K-3M MAU) + - Enterprise: custom pricing (3M+ MAU) + + Annual contracts receive a 20% discount. All tiers include full platform access, SDK, REST API, and standard support. Volume discounts available for multi-title studios. + + + call_id: call_ga_07 +- role: assistant + content: |- + At 2\\-3M MAU you'd be on the Growth tier: $0\.0015/MAU\. So roughly: + + 2M MAU = $3,000/mo + 3M MAU = $4,500/mo + + Annual contract knocks 20% off\. Full platform β€” cohort builder, churn prediction, LiveOps experiments, dashboards, API, everything\. No per\\-seat limits, your whole team gets access\. + + Compare that to what you were spending on your data guy building Looker dashboards that nobody can maintain now\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + $3-4.5K/mo is in the range. I'm the CPO so I can make this call but I want to run a trial first. our next big live event is in 6 weeks and I want retention data for it. do you have a trial? +- role: assistant + tool_calls: + - id: call_ga_08 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "free trial 14-day onboarding MAU limit"}' +- role: tool + content: |+ + For your query 'free trial 14-day onboarding MAU limit' found 2 results in database of 1800 chunks across 38 indexed documents. + + + 14-day free trial: full platform access, up to 500K MAU, SDK access, onboarding call with a solutions engineer, dedicated Slack support channel. No credit card required. Trial can be extended on request for studios in active evaluation. + + + call_id: call_ga_08 +- role: assistant + content: |- + We have a 14\\-day free trial β€” full platform, up to 500K MAU, no credit card\. Includes an onboarding call with a solutions engineer and a dedicated Slack channel for your team\. + + With your live event in 6 weeks, timeline works well: trial to validate the tooling, then go live on Growth tier before the event so you're capturing cohort data from day one\. + + Want me to set that up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + yeah let's do the trial. can you send me the details so I can share with our engineering lead? +- role: assistant + tool_calls: + - id: call_ga_09 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Marcus", "contact_last_name": "Chen", "contact_notes": "CPO at a mobile game studio. 500K DAU, 2-3M MAU, Unity. Pain: 12% D7 retention, no visibility into post-tutorial churn. Was using Firebase + BigQuery/Looker dashboards built by a data analyst who quit β€” now unmaintained. Evaluated PlayFab but rejected due to vendor lock-in concerns. Interested in behavioral cohort builder, churn prediction, REST API integration (has custom event pipeline). Pricing discussed: Growth tier $0.0015/MAU ($3-4.5K/mo). He is CPO and sole decision-maker. Live event in 6 weeks β€” wants retention data for it. Requested 14-day trial. BANT: Budget=0 (range is ok but not confirmed), Authority=1 (CPO, sole decision-maker), Need=1 (urgent post-tutorial churn problem, data analyst quit), Timeline=1 (live event in 6 weeks, wants to trial now).", "contact_tags": ["lead", "gaming", "mobile", "unity"], "contact_bant_score": 3}}' + - id: call_ga_10 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Marcus Chen β€” Player Analytics Platform Trial (Mobile Studio, 2-3M MAU)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Jm8wQ3xK + call_id: call_ga_09 +- role: tool + content: |- + βœ… Created: deal_Bn5pY7rW + call_id: call_ga_10 +- role: assistant + tool_calls: + - id: call_ga_11 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Jm8wQ3xK", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” player retention analytics for mobile game studio", "summary": "Marcus Chen (CPO, mobile game studio, 500K DAU, 2-3M MAU, Unity) evaluated ArcAnalytics. Pain: 12% D7 retention, post-tutorial churn, no analytical tooling after data analyst quit. Previously built BigQuery/Looker dashboards (unmaintained). Evaluated PlayFab β€” rejected for vendor lock-in. Discussed Growth tier pricing ($0.0015/MAU, $3-4.5K/mo), behavioral cohort builder, ML churn prediction, REST API integration, data export/portability. Vendor lock-in objection addressed (Bulk Export API, Parquet/CSV/S3, no exit fees). Has live event in 6 weeks, wants retention data for it. Requested 14-day trial. BANT: Budget=0 (range acknowledged but not confirmed), Authority=1 (CPO, sole decision-maker), Need=1 (urgent churn problem, no data team), Timeline=1 (trialing now, live event in 6 weeks)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_ga_11 +- role: assistant + content: |- + Here's a summary you can forward to your engineering lead: + + *ArcAnalytics β€” Player Retention for \[Your Studio\]* + + *What it does*: Real\\-time player analytics with ML churn prediction \(D1/D7/D30\), behavioral cohort builder \(no SQL\), and LiveOps experimentation\. Integrates via REST API \(works with your existing event pipeline\) or Unity SDK\. + + *Pricing*: Growth tier at 2\\-3M MAU = $3,000\\-$4,500/mo\. + + *Data ownership*: All data exportable anytime \(Parquet, CSV, S3 sync\)\. No lock\\-in, no exit fees\. + + *Trial*: 14 days free, full platform, up to 500K MAU, no credit card\. [Start here](https://arcanalytics.io/trial) + + *Next step*: Onboarding call with a solutions engineer to map your event pipeline\. I'll have someone reach out to schedule it\. + + Good luck with the live event prep β€” let's get you seeing real cohort data before it kicks off\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + awesome, thanks Karen. I'll loop in our eng lead and get the trial going +- role: assistant + tool_calls: + - id: call_ga_12 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Marcus Chen, CPO at mobile game studio. 500K DAU, 2-3M MAU, Unity. Pain: 12% D7 retention, post-tutorial churn, no data team (analyst quit, BigQuery/Looker dashboards unmaintained). Evaluated PlayFab β€” rejected for lock-in. Discussed Growth tier ($0.0015/MAU, $3-4.5K/mo), cohort builder, churn prediction, REST API integration, data portability. Vendor lock-in objection handled. Live event in 6 weeks β€” wants retention data for it. Requested 14-day trial. BANT 3/4 (Budget=0, Authority=1, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.15, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done pV4xR8mNkT + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_ga_12 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__government_digital_permits.yaml b/flexus_simple_bots/karen/very_limited__government_digital_permits.yaml new file mode 100644 index 00000000..1724ee01 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__government_digital_permits.yaml @@ -0,0 +1,443 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature details, integration capabilities, + or ROI claims β€” penalize if any of these are stated without a prior search. + When the prospect raises the RFP/procurement objection, the assistant should acknowledge the reality of government + buying cycles and offer concrete help (pilot MOU, council presentation materials), not dismiss or pressure. + Penalize if the assistant ignores the multi-stakeholder dynamic (city council, IT department, department heads). + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. + BANT should reflect: Budget=1 (confirmed federal grant funding available), Authority=0 (city council must approve), + Need=1 (6-week permit backlog, residents filing complaints), Timeline=0 (RFP process + council vote = 6-12 months). + Penalize inflated BANT scores β€” government procurement timelines are long by nature, Timeline must be 0. + Penalize fabricated compliance certifications, pricing, or integration names not grounded in search results. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Help local governments deliver services residents actually want to use", + "tagline": "Digital permitting and citizen services β€” built for how government actually works", + "website": "https://civicstream.io", + "industry": "Government Technology / Civic SaaS", + "company_name": "CivicStream" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Municipalities, counties, and special districts (pop. 25K-500K) still running permitting on paper forms, legacy Accela/TRAKiT installs, or disconnected spreadsheets", + "objection_playbook": { + "price": "We price per department, not per seat β€” your whole team can use it. Most cities fund it through ARPA or HUD CDBG grants, so it's often zero net cost to the general fund.", + "procurement": "We work within your procurement process. We can start with a 90-day pilot under your small-purchase threshold, or provide a sole-source justification letter if the council prefers that route.", + "complexity": "Average department is live in 6 weeks, not 6 months. We migrate your existing permit types and fee schedules as part of onboarding β€” your staff isn't rebuilding anything from scratch.", + "trust": "We're already live in 43 municipalities. Happy to connect you with a city manager in a similar-sized jurisdiction for a reference call.", + "security": "FedRAMP-authorized, SOC 2 Type II, hosted on GovCloud. Your data never leaves US soil." + }, + "trial": { + "duration_days": 90, + "credit_card_required": false, + "includes": "Full platform for one department, permit type migration, staff training, dedicated onboarding PM" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-02-01T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "CivicStream is a cloud-based permitting and citizen services platform for local governments. It digitizes building permits, code enforcement, business licenses, and inspections into one unified system with a public-facing portal, internal workflow engine, and GIS integration. Residents apply online, track status in real time, and pay fees electronically. Staff process applications with automated routing, plan review markup, and inspection scheduling.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Online permit applications with document upload, automated plan review routing, inspection scheduling with mobile inspector app, code enforcement case management, business license issuance and renewal, public-facing permit status portal, GIS/parcel integration, fee calculation engine, electronic plan review markup, configurable workflow engine, contractor portal with license verification, real-time dashboards and reporting, document management with version control, automated email/SMS notifications to applicants.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Municipal building departments, community development departments, code enforcement divisions. Cities and counties with population 25K-500K that are still on paper or legacy systems (Accela, TRAKiT, CityView) and want modern cloud-based permitting without an 18-month implementation.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-department pricing: Community Development (permits + inspections): $2,800/month. Code Enforcement: $1,200/month. Business Licensing: $900/month. Bundle (all three): $4,200/month. Population-based tiers for cities over 150K. Annual contracts with Net-30 invoicing (government standard). Volume discount for multi-year agreements.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "90-day pilot at no cost. Annual contracts include a 90-day out clause if council funding is not approved. No refund on implementation services once completed.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Email support@civicstream.io, phone +1-888-555-0147 (M-F 7am-6pm PT), Telegram @civicstream_support. Enterprise: dedicated account manager + priority queue.", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "RFP response assistance, custom integrations with ERP/financial systems (Tyler Munis, SAP), data migration from Accela/TRAKiT, council presentation support, security review documentation", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific permit processing time reductions without citing published case studies. Never promise compliance with specific state building codes (we provide the platform, jurisdictions configure their own codes). Never claim certifications we don't hold. Never discuss other municipalities' data or internal processes.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Denise Whitfield' chat_id=51207384 + hi there. I'm the IT director for the city of Millbrook and I'm looking at options for digitizing our building permit process. It's a disaster right now +- role: assistant + tool_calls: + - id: call_gp_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "qW8mT4nRvK", + "title": "Telegram private user='Denise Whitfield' chat_id=51207384\nhi there. I'm the IT director for the city of Millbrook and I'm looking at options for digitizing our building permit process. It's a disaster right now", + "details": { + "chat_id": 51207384, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hi there. I'm the IT director for the city of Millbrook and I'm looking at options for digitizing our building permit process. It's a disaster right now", + "message_author_id": 51207384, + "message_author_name": "Denise Whitfield" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "qW8mT4nRvK", "title": "Telegram private user='Denise Whitfield' chat_id=51207384\nhi there. I'm the IT director for the city of Millbrook and I'm looking at options for digitizing our building permit process. It's a disaster right now", "human": "telegram:51207384"}, + ] + + Done: + [ + ] + call_id: call_gp_01 +- role: title + content: "[telegram] [denise] [sales] Denise Whitfield β€” City of Millbrook IT director, building permit digitization" +- role: assistant + tool_calls: + - id: call_gp_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 51207384}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '51207384'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_gp_02 +- role: assistant + content: "Hey Denise\\! I'm Karen, AI assistant at CivicStream\\. We work with a lot of cities on exactly this\\. Tell me more β€” what does the permit process look like today, and what's making it a disaster?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + ok so we're a city of about 85,000. all building permits are still paper applications. residents come to city hall, fill out a form, drop off paper plans. the plans go to a physical folder that gets walked between the building dept, fire marshal, and public works for review. the whole thing takes about 6 weeks on average and we're getting hammered with complaints. two council members brought it up at the last meeting +- role: assistant + content: "Six weeks on a paper\\-and\\-folder process with three departments touching it β€” and council members are hearing about it now\\. That's a lot of pressure\\. Quick question: have you looked at anything before, or tried to fix this internally?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + yeah we looked at Accela about two years ago but the implementation estimate was 14 months and $380K and that died before it even got to council. we also tried just putting a PDF form on the website so people could email it in but that made things worse β€” now we had paper AND email submissions going to different people with no tracking. total mess +- role: assistant + tool_calls: + - id: call_gp_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "permit application online digital workflow routing plan review departments"}' +- role: tool + content: |+ + For your query 'permit application online digital workflow routing plan review departments' found 4 results in database of 1800 chunks across 41 indexed documents. + + + Online Permit Applications: residents and contractors submit permit applications through a public-facing portal with document upload. Applications are automatically routed to the correct department(s) based on permit type. Staff receive notifications and process reviews through the internal dashboard. Applicants track status in real time β€” no more calling city hall to ask "where's my permit?" + + + + Automated Plan Review Routing: when an application requires review from multiple departments (building, fire, public works, planning), the system routes it simultaneously or sequentially based on your configured workflow. Each reviewer marks up plans electronically and approves or requests corrections. The applicant sees all corrections in one place, not scattered across emails and voicemails. + + + + Average implementation time for a single department: 6 weeks from contract signing to go-live. Includes permit type migration, fee schedule configuration, staff training, and a 2-week parallel run period. Cities migrating from Accela or TRAKiT: we handle the data export and mapping as part of onboarding at no additional cost. + + + call_id: call_gp_03 +- role: assistant + content: |- + So Accela was too heavy and expensive, and the PDF workaround just split your intake into two broken channels\\. Makes total sense β€” you need something that actually unifies the process, not adds another layer\. + + Here's how CivicStream handles exactly this: residents and contractors apply through an online portal with document upload\. The system automatically routes to building, fire, and public works β€” simultaneously or in sequence, however you set it up\. Each reviewer marks up plans electronically and approves or flags corrections\. The applicant sees everything in one place, no more calling city hall to check status\. + + On the implementation side β€” we're typically live in 6 weeks for a single department, not 14 months\. We migrate your existing permit types and fee schedules as part of onboarding\. + + What does your current volume look like? How many permit applications are you processing per month? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + probably 200-250 a month across all types. residential remodels, new construction, commercial tenant improvements, roofing, electrical, plumbing. honestly the volume isn't the problem β€” it's the routing and the lack of visibility. nobody knows where anything is at any given moment. my building official is spending half his day answering status calls instead of reviewing plans +- role: assistant + content: "200\\-250 a month β€” and your building official is basically a human status tracker instead of doing actual reviews\\. That's the worst kind of waste: you're paying for expertise and using it for phone calls\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + exactly. ok but here's the thing β€” I can't just buy software. this is a municipality. anything over $50K has to go through a formal RFP process and get approved by city council. our fiscal year starts July 1 and I've already missed the window for this year's budget cycle. so even if I love what you have, I'm looking at next fiscal year at the earliest +- role: assistant + tool_calls: + - id: call_gp_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pilot procurement government RFP small purchase threshold sole source"}' +- role: tool + content: |+ + For your query 'pilot procurement government RFP small purchase threshold sole source' found 3 results in database of 1800 chunks across 41 indexed documents. + + + Government Procurement Support: CivicStream works within your procurement process. Options include: (1) 90-day pilot under small-purchase threshold β€” no RFP required, lets your team evaluate the platform on a real department before committing. (2) Sole-source justification letter β€” we provide documentation if the council prefers that route. (3) Full RFP response β€” our gov sales team has responded to 60+ municipal RFPs and can turn around a response in 5 business days. + + + + Grant Funding: Many municipalities fund CivicStream through federal grants. ARPA (American Rescue Plan Act) funds are eligible for government technology modernization. HUD CDBG grants cover permitting technology for communities meeting low-to-moderate income thresholds. We provide grant justification language and can join calls with your grants administrator. + + + call_id: call_gp_04 +- role: assistant + content: |- + Totally understand β€” government procurement is its own process and I wouldn't expect you to skip it\. + + A few options that might help with the timeline: + + *90\-day pilot* β€” most cities have a small\-purchase threshold \(often $25K\-$50K\) where you can evaluate a platform without a formal RFP\. A pilot under that threshold lets your team try it on one department β€” say building permits β€” with real applications before you go to council for the full contract\. + + *Funding* β€” a lot of cities fund this through ARPA or HUD CDBG grants, so it comes out of grant money, not the general fund\. If that's on the table, it could sidestep the budget cycle issue\. We can provide grant justification language and even join a call with your grants team\. + + *RFP support* β€” when you're ready, our gov sales team has done 60\+ municipal RFPs and can turn around a response in 5 business days\. + + Does Millbrook still have ARPA funds allocated? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + actually yes we do have about $1.2M in ARPA funds still unallocated and technology modernization is one of the approved categories. that's a really good point. I hadn't thought about using that for permitting software +- role: assistant + content: "That could change your timeline entirely\\. If ARPA funds are already approved for tech modernization, you might not need to wait for the next budget cycle at all β€” it's a different funding source with its own approval path\\. Worth checking with your finance director on whether a permitting platform falls within your approved ARPA categories\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + ok what's the actual cost? and I'll need to know about security β€” our city attorney is going to ask about where the data is hosted, compliance, all that +- role: assistant + tool_calls: + - id: call_gp_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per department cost community development code enforcement monthly"}' + - id: call_gp_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "security FedRAMP SOC 2 GovCloud compliance data hosting"}' +- role: tool + content: |+ + For your query 'pricing per department cost community development code enforcement monthly' found 2 results in database of 1800 chunks across 41 indexed documents. + + + Per-department pricing: + - Community Development (permits + inspections): $2,800/month + - Code Enforcement: $1,200/month + - Business Licensing: $900/month + - Bundle (all three): $4,200/month + + Population-based tiers for cities over 150K. Annual contracts with Net-30 invoicing (government standard). Volume discount for multi-year agreements. + + + call_id: call_gp_05 +- role: tool + content: |+ + For your query 'security FedRAMP SOC 2 GovCloud compliance data hosting' found 2 results in database of 1800 chunks across 41 indexed documents. + + + Security and Compliance: CivicStream is FedRAMP-authorized and SOC 2 Type II certified. Platform is hosted on AWS GovCloud β€” all data remains within the United States. Annual penetration testing by independent third party. Role-based access controls, audit logging, and data encryption at rest and in transit (AES-256, TLS 1.3). CJIS-compatible for jurisdictions that require it. + + + call_id: call_gp_06 +- role: assistant + content: |- + *Pricing*: per\-department, not per\-seat β€” your whole staff uses it\. + \- Community Development \(permits \+ inspections\): $2,800/month + \- Code Enforcement: $1,200/month + \- Business Licensing: $900/month + \- All three bundled: $4,200/month + Annual contracts, Net\-30 invoicing β€” standard government terms\. + + *Security* \(for your city attorney\): FedRAMP\-authorized, SOC 2 Type II certified\. Hosted on AWS GovCloud β€” data never leaves US soil\. AES\-256 encryption at rest, TLS 1\.3 in transit\. Role\-based access controls, full audit logging, annual third\-party pen testing\. + + At $2,800/month for Community Development, that's $33,600/year β€” well within what ARPA could cover, and way under the $380K Accela quoted you\. + + Want me to set up a pilot so your team can evaluate it before anything goes to council? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + ok the pricing and security both look reasonable. I'd want to start with just building permits β€” community development. but I need to loop in my building official and probably the city manager before we even start a pilot. and realistically this still has to go to council even with ARPA funds β€” they have to approve all expenditures over $25K. so I can't promise any timeline +- role: assistant + tool_calls: + - id: call_gp_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Denise", "contact_last_name": "Whitfield", "contact_notes": "IT Director, City of Millbrook (~85K population). Building permits are fully paper-based with physical folder routing between building, fire marshal, and public works. 6-week average processing time, council members raising complaints. 200-250 permits/month. Looked at Accela 2 years ago β€” killed by $380K/14-month estimate. Tried PDF email intake β€” made things worse. $1.2M in unallocated ARPA funds (tech modernization approved category). Needs to loop in building official and city manager before pilot. Council must approve expenditures over $25K even with ARPA funds. Cannot commit to a timeline due to procurement and council approval process.", "contact_tags": ["lead", "government", "municipality", "ARPA-eligible"], "contact_bant_score": 2}}' + - id: call_gp_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "City of Millbrook β€” Permitting Platform (Community Development)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Rw5kN9mT + call_id: call_gp_07 +- role: tool + content: |- + βœ… Created: deal_Yp3hJ7qV + call_id: call_gp_08 +- role: assistant + tool_calls: + - id: call_gp_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rw5kN9mT", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” municipal permitting digitization", "summary": "Denise Whitfield (IT Director, City of Millbrook, pop. ~85K) evaluated CivicStream for building permit digitization. Current state: fully paper-based permits, 6-week processing, physical folder routing across 3 departments, 200-250 applications/month. Building official spending half his day on status calls. Previous attempts: Accela (too expensive at $380K/14mo), PDF email intake (fragmented process). Addressed: online portal with automated routing, 6-week implementation, per-department pricing ($2,800/mo for Community Development), FedRAMP/SOC 2/GovCloud security, ARPA grant funding option ($1.2M unallocated). Prospect interested but constrained by government procurement: needs building official + city manager buy-in, council approval required for expenditures over $25K, cannot commit to timeline. Offered 90-day pilot, grant justification support, and council presentation materials. BANT: Budget=1 (ARPA funds available and eligible), Authority=0 (council approval + building official + city manager required), Need=1 (6-week backlog, council pressure, resident complaints), Timeline=0 (RFP/council process, no committed date)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_gp_09 +- role: assistant + content: |- + That's completely normal for municipal procurement β€” no shortcuts there\. + + Here's what I'd suggest as next steps: + + 1\. I can send you a one\-pager and security overview you can share with your building official and city manager β€” gives them the quick version without a sales pitch\. + 2\. When you're ready to present to council, we can provide ARPA grant justification language and a cost\-benefit summary\. We've helped other cities put together those council packets\. + 3\. The 90\-day pilot is available whenever you're ready β€” could happen before or after the council vote depending on how Millbrook's procurement works\. + + Send me your email and I'll get those materials over to you\. No pressure on timing β€” this moves at your pace\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + that sounds perfect. my email is dwhitfield@millbrookgov.org. I'll share it with Marcus (our building official) and see what he thinks. thanks Karen, this was actually really helpful +- role: assistant + tool_calls: + - id: call_gp_10 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "patch", "args": {"contact_id": "cnt_Rw5kN9mT", "contact_email": "dwhitfield@millbrookgov.org", "contact_notes": "IT Director, City of Millbrook (~85K population). Building permits are fully paper-based with physical folder routing between building, fire marshal, and public works. 6-week average processing time, council members raising complaints. 200-250 permits/month. Looked at Accela 2 years ago β€” killed by $380K/14-month estimate. Tried PDF email intake β€” made things worse. $1.2M in unallocated ARPA funds (tech modernization approved category). Needs to loop in building official Marcus and city manager before pilot. Council must approve expenditures over $25K even with ARPA funds. Requested one-pager, security overview, and ARPA justification materials. Next step: share materials internally, get building official feedback."}}' +- role: tool + content: |- + βœ… Patched: cnt_Rw5kN9mT + call_id: call_gp_10 +- role: assistant + content: |- + Great β€” I'll have those materials sent to dwhitfield@millbrookgov\.org\. + + When Marcus has a look and you're ready for a deeper conversation, just reach out here or email us\. We can also set up a call with one of our gov account managers who's worked with cities your size β€” they can speak to the implementation process in more detail\. + + Good luck with the council prep, Denise\. Looking forward to helping Millbrook get off the paper folders\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Denise Whitfield + + will do. talk soon! +- role: assistant + tool_calls: + - id: call_gp_11 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Denise Whitfield, IT Director, City of Millbrook (pop. ~85K). Building permits fully paper-based, 6-week processing time, 200-250/month, physical folder routing across 3 departments. Building official spending half his day on status calls. Council members raising the issue publicly. Previous failed attempts: Accela ($380K/14mo killed it), PDF email intake (fragmented). Addressed: online portal with automated routing, 6-week implementation vs 14 months, per-department pricing ($2,800/mo for Community Development vs $380K Accela), FedRAMP/SOC 2/GovCloud security, ARPA grant funding ($1.2M unallocated). Prospect interested but government procurement constrains timeline β€” needs building official + city manager buy-in, council approval for expenditures over $25K. Sending one-pager, security overview, and ARPA justification materials to dwhitfield@millbrookgov.org. BANT 2/4 (Budget=1 ARPA funds available, Authority=0 council+stakeholders required, Need=1 urgent backlog+political pressure, Timeline=0 no committed date). CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done qW8mT4nRvK + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_gp_11 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__healthcare_practice_mgmt.yaml b/flexus_simple_bots/karen/very_limited__healthcare_practice_mgmt.yaml new file mode 100644 index 00000000..1983b991 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__healthcare_practice_mgmt.yaml @@ -0,0 +1,383 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, HIPAA compliance details, + or feature specifics β€” penalize if any of these are stated without a prior search. + When the prospect raises a HIPAA concern, the assistant should search for compliance info and offer to + connect with a human (compliance/legal team) rather than making binding HIPAA guarantees on its own. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. + BANT should reflect: Budget=0 (mentioned budget pressure but no confirmed allocation), Authority=0 (needs + Dr. Patel's sign-off), Need=1 (urgent β€” 30% no-show rate losing $15K/month), Timeline=1 (wants to solve + within 2 months before summer rush). + Penalize inflated BANT scores. Penalize fabricated HIPAA certifications or uptime guarantees. + Don't penalize for greeting variations, minor wording differences, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Eliminate no-shows and paperwork so clinics can focus on patients", + "tagline": "Patient engagement that actually works", + "website": "https://medpulse.io", + "industry": "Healthcare Technology / Practice Management SaaS", + "company_name": "MedPulse" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Independent medical practices and small clinic groups (2-20 providers) struggling with patient no-shows, manual intake, and fragmented communication across phone, portal, and front desk", + "objection_playbook": { + "price": "Average practice recoups the cost in month one by reducing no-shows alone. A single recovered appointment covers a week of MedPulse fees.", + "complexity": "EHR integration takes 1-2 days with our team. No workflow changes for staff β€” we layer on top of what you already use.", + "trust": "30-day pilot with real patient volume. HIPAA-compliant from day one β€” BAA signed before go-live. SOC 2 Type II certified.", + "competitor": "We don't knock competitors. Our focus is automated patient engagement across the full lifecycle β€” reminders, intake, follow-up β€” not just one piece. Let them compare." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "Full platform, up to 500 patients, EHR integration support, onboarding call" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "MedPulse is a patient engagement platform for independent medical practices. It automates appointment reminders (SMS, email, voice), digital intake forms, post-visit follow-ups, and recall campaigns. Integrates with major EHR systems (Epic, Athenahealth, DrChrono, eClinicalWorks) via HL7/FHIR.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Automated appointment reminders (SMS/email/voice with smart escalation), digital patient intake forms (mobile-friendly, pre-visit), two-way patient texting, post-visit follow-up sequences, recall/reactivation campaigns, no-show prediction (ML-based), waitlist management with auto-fill, EHR integrations (Epic, Athenahealth, DrChrono, eClinicalWorks), HIPAA-compliant messaging, analytics dashboard.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Independent practices and small clinic groups (2-20 providers) with high no-show rates, manual intake processes, or poor patient recall. Specialties: primary care, dental, orthopedics, dermatology, behavioral health.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-provider pricing. Solo: $149/month (1 provider, up to 500 patients). Practice: $99/provider/month (2-10 providers). Group: $79/provider/month (11-20 providers). Enterprise: custom. Annual contracts get 20% discount. All plans include unlimited reminders, intake forms, and standard EHR integration. Stripe billing.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day free pilot. Monthly contracts cancel anytime with 30-day notice. Annual contracts: pro-rated refund within first 60 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @medpulse_support, email support@medpulse.io, phone (Practice/Group plans): +1-888-555-0231", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "HIPAA/compliance questions requiring legal review, BAA requests, enterprise pricing, data breach concerns, EHR integration failures", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific no-show reduction percentages unless quoting published case studies. Never provide medical or legal advice. Never share other practices' patient data or metrics. Never promise EHR integrations that aren't listed without engineering review. Never make HIPAA compliance claims beyond documented certifications.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Rachel Torres' chat_id=58320194 + hi, we're a dermatology practice and our no-show rate is killing us. someone in a practice manager facebook group mentioned you guys +- role: assistant + tool_calls: + - id: call_hp_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "vN3kR8wPmQ", + "title": "Telegram private user='Rachel Torres' chat_id=58320194\nhi, we're a dermatology practice and our no-show rate is killing us. someone in a practice manager facebook group mentioned you guys", + "details": { + "chat_id": 58320194, + "chat_type": "private", + "message_id": 4201, + "attachments": [], + "message_text": "hi, we're a dermatology practice and our no-show rate is killing us. someone in a practice manager facebook group mentioned you guys", + "message_author_id": 58320194, + "message_author_name": "Rachel Torres" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "vN3kR8wPmQ", "title": "Telegram private user='Rachel Torres' chat_id=58320194\nhi, we're a dermatology practice and our no-show rate is killing us. someone in a practice manager facebook group mentioned you guys", "human": "telegram:58320194"}, + ] + + Done: + [ + ] + call_id: call_hp_01 +- role: title + content: "[telegram] [rachel] [sales] Rachel Torres β€” dermatology practice no-show problem" +- role: assistant + tool_calls: + - id: call_hp_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 58320194}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '58320194'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_hp_02 +- role: assistant + content: "Hey Rachel\\! I'm Karen, AI assistant at MedPulse\\. Sorry to hear about the no\\-show problem β€” that's one of the most frustrating things in practice management\\. How bad is it right now, and how big is your practice?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + we're 4 dermatologists plus 2 PAs, about 120 appointments a day. our no-show rate is hovering around 30%, sometimes higher on mondays. we did the math and it's costing us roughly $15K a month in lost revenue. it's insane +- role: assistant + content: "30% no\\-shows across 120 daily appointments β€” so you're losing \\~36 slots a day\\. $15K/month is real money\\. What are you doing for reminders right now?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + our front desk calls everyone the day before. it takes them like 3 hours every afternoon and half the time patients don't pick up anyway. we tried the reminder feature in our EHR (we're on DrChrono) but it only does email and nobody reads those +- role: assistant + tool_calls: + - id: call_hp_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "appointment reminders SMS voice no-show reduction DrChrono EHR integration"}' +- role: tool + content: |+ + For your query 'appointment reminders SMS voice no-show reduction DrChrono EHR integration' found 4 results in database of 2400 chunks across 52 indexed documents. + + + MedPulse automated reminders use a smart escalation sequence: SMS 72 hours before, SMS 24 hours before, and voice call 2 hours before for patients who haven't confirmed. Patients confirm or reschedule via text reply β€” no app download needed. Practices using the full sequence see no-show rates drop to 8-12% on average. + + + + DrChrono integration: bi-directional sync via FHIR API. Appointments, patient demographics, and provider schedules pull into MedPulse automatically. Confirmation status pushes back to DrChrono. Setup time: 1-2 hours with MedPulse onboarding team. No changes required to existing DrChrono workflows. + + + + Waitlist auto-fill: when a patient cancels or no-shows, MedPulse automatically texts the next patient on the waitlist for that provider and time slot. Average fill rate: 40% of cancelled slots recovered within 2 hours. + + + call_id: call_hp_03 +- role: assistant + content: |- + So your front desk is burning 3 hours a day on calls that mostly go to voicemail β€” that's the worst of both worlds\. + + Here's what MedPulse does differently: automated reminders via SMS and voice in a smart sequence β€” text 72 hours out, text again 24 hours out, voice call 2 hours before for anyone who hasn't confirmed\. Patients reply by text to confirm or reschedule, no app needed\. + + Practices on the full sequence typically see no\-show rates drop to 8\-12%\. + + And we integrate with DrChrono β€” bi\-directional sync via FHIR, so appointments and schedules pull in automatically\. Setup takes about 1\-2 hours with our team, no changes to your existing DrChrono workflows\. + + Plus there's a waitlist auto\-fill: if someone cancels, MedPulse texts the next person on the waitlist automatically\. About 40% of cancelled slots get recovered within 2 hours\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + ok the waitlist thing is amazing, we do that manually right now and it's chaos. but here's my concern β€” we're a medical practice, everything has to be HIPAA compliant. our last software vendor said they were HIPAA compliant and then we found out they were storing patient info on unencrypted servers. how do I know you're actually legit? +- role: assistant + tool_calls: + - id: call_hp_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "HIPAA compliance BAA encryption patient data security"}' +- role: tool + content: |+ + For your query 'HIPAA compliance BAA encryption patient data security' found 3 results in database of 2400 chunks across 52 indexed documents. + + + MedPulse is fully HIPAA-compliant. We sign a Business Associate Agreement (BAA) with every practice before go-live β€” no exceptions. All patient data is encrypted at rest (AES-256) and in transit (TLS 1.3). PHI is stored in HIPAA-eligible AWS regions with access logging and automatic audit trails. SOC 2 Type II certified with annual third-party audits. + + + + Patient messaging is HIPAA-compliant by design: SMS reminders contain no PHI (just "You have an appointment tomorrow at 2pm β€” reply C to confirm"). Detailed information (intake forms, visit summaries) is shared via secure links that require patient authentication. Message logs are encrypted and retained per HIPAA retention requirements. + + + call_id: call_hp_04 +- role: assistant + content: |- + That's a completely fair concern β€” especially after getting burned before\. + + Here's the specifics: MedPulse signs a BAA with every practice before go\-live, no exceptions\. All patient data is encrypted at rest \(AES\-256\) and in transit \(TLS 1\.3\)\. PHI is stored in HIPAA\-eligible AWS regions with access logging and automatic audit trails\. We're SOC 2 Type II certified with annual third\-party audits\. + + On the messaging side β€” SMS reminders never contain PHI\. They say something like "You have an appointment tomorrow at 2pm β€” reply C to confirm\." Anything sensitive goes through secure links that require patient authentication\. + + That said, I'm an AI assistant and I don't want to be the one making legal\-grade compliance promises\. If you need your compliance officer or attorney to review our security posture, I can connect you with our compliance team directly β€” they can walk through the BAA, share audit reports, and answer technical questions\. Want me to set that up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + yes please, I'll definitely need that for Dr. Patel β€” she's the lead physician and she won't sign off on anything without reviewing the BAA herself. what does this cost though? we're a small practice, not a hospital system. our software budget is already stretched thin +- role: assistant + tool_calls: + - id: call_hp_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per provider practice plan small practice cost"}' +- role: tool + content: |+ + For your query 'pricing per provider practice plan small practice cost' found 3 results in database of 2400 chunks across 52 indexed documents. + + + Per-provider pricing tiers: + - Solo: $149/month (1 provider, up to 500 patients) + - Practice: $99/provider/month (2-10 providers) + - Group: $79/provider/month (11-20 providers) + - Enterprise: custom + + Annual contracts receive a 20% discount. All plans include unlimited reminders, intake forms, and standard EHR integration. + + + + ROI calculator: the average practice recovers MedPulse costs within the first month. A single recovered no-show appointment (average value $150-300 for specialty practices) covers 1-3 days of MedPulse fees. For a 5-provider practice at $99/provider ($495/month), recovering just 2 appointments per week pays for the entire platform. + + + call_id: call_hp_05 +- role: assistant + content: |- + Totally understand the budget pressure\. + + You have 4 dermatologists \+ 2 PAs, so 6 providers\. That puts you on the Practice plan: $99/provider/month, so $594/month total\. + + Now put that against the $15K/month you're losing to no\-shows\. Even if MedPulse only cuts your no\-show rate in half \(from 30% to 15%\), you'd recover \~$7,500/month\. The platform pays for itself in the first week\. + + And if you go annual, it's 20% off β€” drops to about $475/month\. + + Want to start with a 30\-day pilot? Full access, up to 500 patients, DrChrono integration, no credit card\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + $594/month is doable if it actually works. the ROI math makes sense. look I can't commit right now because Dr. Patel needs to review the BAA and she's out at a conference until next week. but I'd like to get the ball rolling β€” can we start the pilot and have your compliance team ready to talk to her when she's back? +- role: assistant + tool_calls: + - id: call_hp_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Rachel", "contact_last_name": "Torres", "contact_notes": "Practice manager at a dermatology clinic, 4 dermatologists + 2 PAs (6 providers), ~120 appointments/day. Pain: 30% no-show rate costing ~$15K/month in lost revenue. Front desk spends 3 hours/day on reminder calls. Tried DrChrono built-in reminders (email only, low engagement). Interested in automated SMS/voice reminders, waitlist auto-fill, digital intake. HIPAA is major concern β€” burned by previous vendor with unencrypted servers. Needs Dr. Patel (lead physician) to review BAA before committing. Dr. Patel at conference until next week. Wants to start 30-day pilot now. Pricing: Practice plan $594/month for 6 providers.", "contact_tags": ["lead", "healthcare", "dermatology", "hipaa-sensitive"], "contact_bant_score": 2}}' + - id: call_hp_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Rachel Torres / Dermatology Practice β€” Patient Engagement Platform Pilot", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Tn6mK4wR + call_id: call_hp_06 +- role: tool + content: |- + βœ… Created: deal_Bq8nW3xL + call_id: call_hp_07 +- role: assistant + tool_calls: + - id: call_hp_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Tn6mK4wR", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” dermatology practice no-show reduction", "summary": "Rachel Torres (practice manager, 6 providers, ~120 appts/day) evaluated MedPulse. Pain: 30% no-show rate = ~$15K/month lost revenue, front desk burning 3 hours/day on manual reminder calls. Previously tried DrChrono email reminders β€” poor engagement. Discussed automated SMS/voice reminders (8-12% no-show target), DrChrono FHIR integration, waitlist auto-fill, HIPAA compliance (BAA, AES-256, SOC 2 Type II). HIPAA is top concern after bad vendor experience. Pricing: Practice plan $99/provider x 6 = $594/month. Dr. Patel (lead physician) must review BAA β€” at conference until next week. Starting 30-day pilot now, compliance team intro for Dr. Patel. BANT: Budget=0 (budget stretched, no confirmed allocation), Authority=0 (Dr. Patel co-decides), Need=1 (urgent, $15K/month loss), Timeline=1 (wants to solve before summer rush). ESCALATION: compliance team to contact for BAA review with Dr. Patel next week."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_hp_08 +- role: assistant + content: |- + Absolutely β€” let's get you moving\. Here's the plan: + + *Pilot*: [Start here](https://medpulse.io/pilot) β€” 30 days, full platform, DrChrono integration\. No credit card\. + + *Compliance team*: I'm flagging them now to reach out and schedule a call with Dr\. Patel next week for the BAA review\. They'll have audit reports and security documentation ready\. + + *Onboarding*: our team will help with the DrChrono integration β€” typically 1\-2 hours and you're live\. + + In the meantime, your front desk is going to love getting those 3 hours back\. Message me here if anything comes up during setup β€” I'm available 24/7\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Torres + + perfect, thank you Karen. I'll get the pilot started today and have Dr. Patel reach out when she's back. really appreciate the help! +- role: assistant + tool_calls: + - id: call_hp_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Rachel Torres, practice manager at a dermatology clinic (6 providers, ~120 appts/day). Pain: 30% no-show rate costing ~$15K/month, front desk spending 3 hours/day on manual reminder calls. Addressed with automated SMS/voice reminders (8-12% target), DrChrono integration, waitlist auto-fill. HIPAA concern addressed β€” BAA, encryption, SOC 2 documented. Pricing: Practice plan $594/month. Dr. Patel (lead physician) must review BAA before full commitment β€” at conference until next week. Starting 30-day pilot now. Compliance team escalation for BAA review. BANT 2/4. CRM contact + deal + activity logged.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done vN3kR8wPmQ + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_hp_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__hospitality_hotel_revenue.yaml b/flexus_simple_bots/karen/very_limited__hospitality_hotel_revenue.yaml new file mode 100644 index 00000000..d36ef4d9 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__hospitality_hotel_revenue.yaml @@ -0,0 +1,408 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or integration details. + Penalize if the assistant fabricates pricing tiers, feature capabilities, or competitor comparisons not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Need=1 urgent OTA dependency, Authority=1 GM is decision-maker, Timeline=1 wants to act before peak season, Budget=0 not explicitly confirmed). + Penalize if the assistant pressures on price or dismisses the OTA/switching-cost objection without addressing it substantively. + Penalize if the assistant ignores the prospect's frustration about past vendor (OpenTable/Cloudbeds) experience. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Give independent hotels pricing power back", + "tagline": "Revenue intelligence for boutique hospitality", + "website": "https://revpilot.io", + "industry": "Hospitality Technology / Revenue Management SaaS", + "company_name": "RevPilot" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Independent and boutique hotel groups (2-20 properties, 30-300 rooms each) that rely heavily on OTAs and lack dynamic pricing or direct-booking strategy", + "objection_playbook": { + "price": "The platform typically pays for itself within 60 days by shifting 8-15% of bookings from OTA to direct, saving $4-8 per room-night in commission. We charge per room per month, not per booking, so cost is predictable.", + "complexity": "PMS integration takes 1-2 days. We support Opera, Mews, Cloudbeds, and 20+ others. No hardware, no on-site install. Your front desk team gets a 30-minute training session.", + "trust": "60-day pilot with your real data. No contract, cancel anytime. We publish a live RevPAR lift dashboard so you can see ROI in real-time.", + "switching_cost": "We run alongside your existing setup during the pilot β€” no disruption. Your current PMS stays, we just layer intelligence on top." + }, + "trial": { + "duration_days": 60, + "credit_card_required": false, + "includes": "Full platform, all properties, PMS integration, onboarding call, RevPAR benchmarking report" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-25T11:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "RevPilot is an AI-powered revenue management platform for independent and boutique hotels. It connects to your PMS, analyzes booking patterns, competitor rates, local events, and demand signals to recommend optimal room pricing in real-time. It also powers a direct-booking engine that reduces OTA dependency by converting website visitors into direct guests with dynamic pricing and personalized offers.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Dynamic pricing engine (updates rates every 15 minutes based on demand, competitor rates, and events), OTA commission tracker (shows exactly how much you're paying Booking.com/Expedia per booking), direct-booking conversion tools (rate parity alerts, best-price guarantee widget, abandoned-search retargeting), RevPAR benchmarking against comp set, group/event demand forecasting, PMS integrations (Opera, Mews, Cloudbeds, Little Hotelier, Hotelogix, and 20+ others), channel manager sync.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Independent and boutique hotel operators (2-20 properties) who are over-reliant on OTAs (paying 15-25% commissions), don't have a revenue manager on staff, and want to increase direct bookings and RevPAR without hiring a full-time RM specialist.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-room-per-month pricing. Starter: $6/room/month (1-50 rooms). Growth: $4.50/room/month (51-200 rooms). Enterprise: custom (200+ rooms). Annual contracts get 20% discount. Stripe billing. No per-booking fees ever.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "60-day pilot is free. Monthly contracts can be cancelled anytime with 30-day notice. Annual contracts: pro-rated refund within first 90 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @revpilot_support, email support@revpilot.io, in-app chat", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing requests, custom PMS integrations, data migration, revenue strategy consulting requests", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific RevPAR lift percentages unless quoting published case studies. Never share other hotels' pricing or booking data. Never promise custom PMS integrations without engineering review. Never disparage OTAs or competitors by name β€” focus on what RevPilot offers.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Marco Tessari' chat_id=51847293 + hi β€” I run a small hotel group and I'm looking at revenue management tools. do you do anything for boutique hotels? +- role: assistant + tool_calls: + - id: call_hr_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "qN8wK3mRtX", + "title": "Telegram private user='Marco Tessari' chat_id=51847293\nhi β€” I run a small hotel group and I'm looking at revenue management tools. do you do anything for boutique hotels?", + "details": { + "chat_id": 51847293, + "chat_type": "private", + "message_id": 2710, + "attachments": [], + "message_text": "hi β€” I run a small hotel group and I'm looking at revenue management tools. do you do anything for boutique hotels?", + "message_author_id": 51847293, + "message_author_name": "Marco Tessari" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "qN8wK3mRtX", "title": "Telegram private user='Marco Tessari' chat_id=51847293\nhi β€” I run a small hotel group and I'm looking at revenue management tools. do you do anything for boutique hotels?", "human": "telegram:51847293"}, + ] + + Done: + [ + ] + call_id: call_hr_01 +- role: title + content: "[telegram] [marco] [sales] Marco Tessari β€” boutique hotel revenue management" +- role: assistant + tool_calls: + - id: call_hr_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 51847293}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '51847293'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_hr_02 +- role: assistant + content: "Hey Marco\\! I'm Karen, AI assistant at RevPilot\\. Boutique hotels are literally our sweet spot β€” how many properties are you running, and what's the main thing driving you to look at RM tools right now?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + we have 3 boutique hotels in coastal Portugal, 45 rooms each. our OTA commissions are killing us β€” last year we paid Booking.com and Expedia about 22% on average. that's almost a quarter of our revenue just gone. I need to figure out how to get more direct bookings but I don't have a revenue manager on staff +- role: assistant + content: "22% commission on 135 rooms β€” that's a serious chunk of margin\\. So the core issue is OTA dependency eating into your revenue, and you don't have a dedicated RM person to optimize rates and push direct bookings?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + exactly. I tried Cloudbeds last year for the channel manager side and it was fine for distribution but it doesn't actually help with pricing strategy. I was still guessing on rates, just guessing across more channels. and their "revenue management" add-on was basically a spreadsheet with colors +- role: assistant + tool_calls: + - id: call_hr_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "dynamic pricing engine competitor rates demand signals real-time rate optimization"}' +- role: tool + content: |+ + For your query 'dynamic pricing engine competitor rates demand signals real-time rate optimization' found 3 results in database of 1800 chunks across 40 indexed documents. + + + RevPilot's dynamic pricing engine updates room rates every 15 minutes based on three real-time signals: (1) competitor rates from your comp set (scraped from OTAs and metasearch), (2) local demand indicators (events, flights, weather, holidays), and (3) your own booking pace and historical patterns. The engine outputs rate recommendations per room type per channel, or auto-publishes if you enable autopilot mode. + + + + Unlike channel managers that simply distribute a rate you set, RevPilot calculates the optimal rate. Average RevPAR lift for independent hotels in the first 90 days: 12-18%. The system learns your property's demand curve within 2-3 weeks of historical data ingestion. + + + call_id: call_hr_03 +- role: assistant + content: |- + Makes sense β€” a channel manager pushes your rate everywhere, but it doesn't tell you what the rate should be\. That's the gap\. + + RevPilot is different: it's a pricing engine\. It updates your rates every 15 minutes based on competitor pricing, local demand signals \(events, flights, weather\), and your own booking patterns\. You either approve the recommendations or let it auto\-publish in autopilot mode\. + + Independent hotels typically see a 12\-18% RevPAR lift in the first 90 days β€” and that's before counting the direct\-booking shift\. + + Does Cloudbeds still handle your PMS side, or have you moved off it? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + still on Cloudbeds for PMS yeah. my concern is β€” if I add another tool, that's another system my front desk has to learn, another integration that can break. we already have Cloudbeds + Booking.com extranet + our website booking engine. I don't want to add complexity +- role: assistant + tool_calls: + - id: call_hr_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Cloudbeds PMS integration setup onboarding front desk training"}' +- role: tool + content: |+ + For your query 'Cloudbeds PMS integration setup onboarding front desk training' found 3 results in database of 1800 chunks across 40 indexed documents. + + + RevPilot integrates with 20+ PMS platforms including Opera, Mews, Cloudbeds, Little Hotelier, and Hotelogix. The Cloudbeds integration uses their official API β€” bi-directional sync for rates, availability, and reservations. Setup takes 1-2 days with our onboarding team. No hardware or on-site installation required. + + + + RevPilot runs alongside your existing PMS and channel manager β€” it layers pricing intelligence on top, it doesn't replace anything. Front desk teams typically need one 30-minute training session to understand the dashboard. In autopilot mode, front desk interaction is zero β€” rates update automatically. + + + call_id: call_hr_04 +- role: assistant + content: |- + Totally valid concern β€” the last thing you need is another dashboard nobody looks at\. + + Here's the thing though: RevPilot doesn't replace Cloudbeds or anything else\. It plugs into Cloudbeds via their API and layers pricing intelligence on top\. Your PMS stays, your channel manager stays, your workflow stays\. + + In autopilot mode your front desk doesn't interact with it at all β€” rates update automatically\. If you want manual approval, it's one dashboard with accept/reject\. Training is a 30\-minute session\. + + Setup takes 1\-2 days with our team handling the integration\. No hardware, nothing on\-site\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + ok that's better than I expected. what does it cost? with 3 properties I need to know the math works before peak season hits in June +- role: assistant + tool_calls: + - id: call_hr_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per room per month boutique hotel group cost"}' +- role: tool + content: |+ + For your query 'pricing per room per month boutique hotel group cost' found 3 results in database of 1800 chunks across 40 indexed documents. + + + Per-room-per-month pricing: + - Starter: $6/room/month (1-50 rooms) + - Growth: $4.50/room/month (51-200 rooms) + - Enterprise: custom (200+ rooms) + + Annual contracts receive a 20% discount. No per-booking fees. Stripe billing. + + + + ROI benchmark: the platform typically pays for itself within 60 days. Hotels shifting 8-15% of bookings from OTA to direct save $4-8 per room-night in commission costs. For a 100-room hotel at 70% occupancy, that's $8,400-16,800/year in saved commissions alone β€” before counting RevPAR lift from dynamic pricing. + + + call_id: call_hr_05 +- role: assistant + content: |- + With 135 rooms across 3 properties, you'd be on the Growth tier: $4\.50/room/month\. That's $607\.50/month total for all three hotels\. + + Now the math on the other side: hotels like yours that shift even 8\-15% of bookings from OTA to direct save $4\-8 per room\-night in commissions\. At 70% occupancy across 135 rooms, that's roughly $10,000\-18,000/year in saved commissions β€” before counting the RevPAR lift from better pricing\. + + So $607\.50/month in, $800\-1,500/month back in commission savings alone\. The platform typically pays for itself within 60 days\. + + You mentioned June β€” if you started a pilot now, you'd have 8 weeks of data and tuning before peak season kicks in\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + the ROI math is compelling. I guess my last worry is β€” what if I set it up and the pricing engine makes weird rate suggestions? we're boutique, our guests expect a certain experience. I can't have rates swinging wildly or undercutting our positioning +- role: assistant + tool_calls: + - id: call_hr_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "rate floor ceiling guardrails pricing controls boutique brand positioning"}' +- role: tool + content: |+ + For your query 'rate floor ceiling guardrails pricing controls boutique brand positioning' found 2 results in database of 1800 chunks across 40 indexed documents. + + + Rate guardrails: hoteliers set a floor and ceiling price per room type. The pricing engine never recommends below the floor or above the ceiling. Additional controls include: maximum rate change per day (e.g., no more than 15% swing in 24 hours), blackout dates where rates are locked, and comp set exclusions (remove properties you don't consider true competitors from benchmarking). + + + + RevPilot learns your property's positioning within 2-3 weeks. The system accounts for star rating, review scores, amenity set, and location tier when benchmarking. Boutique hotels are compared against similar boutique properties, not chain hotels in the same city. + + + call_id: call_hr_06 +- role: assistant + content: |- + Great question β€” you're absolutely right to protect your positioning\. + + You set floor and ceiling prices per room type, and the engine never goes outside those guardrails\. You can also cap how much the rate changes in 24 hours \(say, no more than 15% swing\), lock rates for blackout dates, and exclude properties from your comp set that aren't actually competitors\. + + The system also learns your hotel's positioning within 2\-3 weeks β€” it benchmarks you against similar boutique properties, not chains\. So it understands that your EUR 180 room and a Holiday Inn's EUR 95 room are completely different products\. + + And during the pilot you can run in manual mode β€” review every recommendation before it goes live\. Switch to autopilot only when you trust it\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + alright you've sold me on trying it. let's do the pilot. I'm the GM and owner so I make the call. we need to be set up before June though β€” is that realistic if we start this week? +- role: assistant + tool_calls: + - id: call_hr_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Marco", "contact_last_name": "Tessari", "contact_notes": "GM and owner of 3 boutique hotels in coastal Portugal, 45 rooms each (135 total). Pain: 22% average OTA commission (Booking.com + Expedia) eating margins, no revenue manager on staff. Previously tried Cloudbeds β€” fine for channel management, but no real pricing intelligence. Still on Cloudbeds PMS. Concerns addressed: complexity (RevPilot layers on top of existing PMS, 30-min training), pricing wild swings (rate guardrails, manual mode, boutique-aware comp set). Pricing discussed: Growth tier $4.50/room/month ($607.50/mo total). Committed to 60-day pilot, wants setup before June peak season. Sole decision-maker.", "contact_tags": ["lead", "hotel-group", "pilot", "cloudbeds"], "contact_bant_score": 3}}' + - id: call_hr_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Marco Tessari β€” 3x Boutique Hotel Revenue Pilot", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Wm5pL9kT + call_id: call_hr_07 +- role: tool + content: |- + βœ… Created: deal_Yq2nR7vX + call_id: call_hr_08 +- role: assistant + tool_calls: + - id: call_hr_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Wm5pL9kT", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” boutique hotel revenue management pilot", "summary": "Marco Tessari (GM/owner, 3 boutique hotels in coastal Portugal, 135 rooms, Cloudbeds PMS) evaluated RevPilot. Pain: 22% OTA commissions, no revenue manager on staff. Previously tried Cloudbeds RM add-on β€” insufficient for pricing strategy. Addressed objections: complexity (layers on existing PMS, 30-min training), rate control (floor/ceiling guardrails, manual approval mode, boutique-aware benchmarking). Pricing: Growth tier $4.50/room/mo ($607.50/mo total). ROI: $10-18K/yr in commission savings. Committed to 60-day pilot, needs setup before June peak season. BANT: Budget=0 (not explicitly confirmed, said ROI is compelling), Authority=1 (sole decision-maker, GM and owner), Need=1 (22% OTA commissions, no RM staff), Timeline=1 (wants setup this week, peak season in June)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_hr_09 +- role: assistant + content: |- + Absolutely realistic\. Cloudbeds integration takes 1\-2 days, the pricing engine starts learning from your historical data immediately, and you'll have tuned recommendations within 2\-3 weeks\. That gives you a solid month of optimization before June\. + + Here's the plan: + + *60\-day pilot* β€” no contract, no credit card, all 3 properties, full platform\. + + [Start your pilot here](https://revpilot.io/pilot) + + After signup, our onboarding team will reach out within 24 hours to connect Cloudbeds and run your first comp set analysis\. I'd recommend starting in manual approval mode for the first 2 weeks so you build confidence in the recommendations\. + + Any questions before you jump in? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marco Tessari + + no that's perfect. signing up now. thanks Karen, this was really helpful +- role: assistant + tool_calls: + - id: call_hr_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Marco Tessari, GM/owner of 3 boutique hotels in coastal Portugal (135 rooms total, Cloudbeds PMS). Pain: 22% OTA commissions, no revenue manager. Tried Cloudbeds RM β€” inadequate pricing intelligence. Addressed switching-cost/complexity objection (layers on existing PMS), rate-control concern (guardrails, manual mode, boutique-aware benchmarking). Growth tier $4.50/room/mo ($607.50/mo total). Committed to 60-day pilot, needs setup before June peak season. BANT 3/4 (Budget not explicitly confirmed). CRM contact + deal + activity logged.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done qN8wK3mRtX + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_hr_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__insurance_claims_automation.yaml b/flexus_simple_bots/karen/very_limited__insurance_claims_automation.yaml new file mode 100644 index 00000000..036e9c34 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__insurance_claims_automation.yaml @@ -0,0 +1,414 @@ +judge_instructions: | + The assistant should recognize a pragmatic, detail-oriented prospect who needs concrete answers and + respond with specifics rather than vague promises. Mirror the prospect's directness. + The assistant must use flexus_vector_search() before quoting claims processing times, compliance details, + integration capabilities, or pricing β€” penalize if any of these are stated without a prior search. + When the prospect raises state regulatory compliance (DOI filings, NAIC standards), the assistant should + acknowledge the complexity and offer to connect them with a human (compliance/implementation team) rather + than making regulatory guarantees on its own. + BANT should reflect: Budget=1 (confirmed $4K/mo spend on manual workarounds, ClearBridge is cheaper), + Authority=0 (needs carrier partner approval for data-sharing integrations), Need=1 (urgent β€” 45-day avg + cycle time losing renewals), Timeline=1 (wants to start pilot within 60 days after Q2 renewals). + Penalize inflated BANT scores. Penalize fabricated compliance certifications or processing-time guarantees. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Eliminate claims processing friction for independent agencies", + "tagline": "Close claims faster, keep policyholders happy", + "website": "https://clearbridge.io", + "industry": "Insurtech / Claims Processing Automation", + "company_name": "ClearBridge" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Independent P&C insurance agencies with 10-50 staff handling 500-5,000 claims/year who lose renewals to slow claims cycles and manual carrier portal re-keying", + "objection_playbook": { + "price": "Most agencies spend $3-5K/month on overtime, temp staff, and error rework from manual processing. ClearBridge replaces all of that. Net cost is typically 40% less than the status quo.", + "complexity": "We pre-build integrations with 30+ carrier portals. Onboarding takes 2-3 weeks, not months. Your adjusters keep using the same workflows β€” we automate the back-office plumbing.", + "trust": "We process 200K+ claims/year across 150 agencies. SOC 2 Type II certified, compliant with NAIC data security model law. References available from agencies your size.", + "competitor": "We respect other platforms. Our differentiator is carrier portal automation β€” most competitors require manual uploads. We pull and push data directly via carrier APIs and ACORD standards." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "30-day pilot with up to 3 carrier integrations, full claims dashboard, and dedicated onboarding specialist. No commitment β€” cancel anytime during pilot." + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T08:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ClearBridge is a claims processing automation platform for independent P&C insurance agencies. We connect directly to carrier portals via APIs and ACORD messaging, automate first notice of loss (FNOL) intake, route claims to the right adjuster, track status across carriers, and generate compliance-ready reporting. Adjusters work from a single dashboard instead of logging into 4-8 separate carrier portals.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Carrier portal automation (30+ carriers), ACORD-compliant data exchange, AI-powered FNOL intake (photo/document OCR), smart claims routing by line of business and adjuster workload, real-time status sync across all carriers, automated policyholder status notifications (email/SMS), compliance dashboard with DOI-ready reporting, claims cycle analytics, document management with version control, API for AMS integration (Applied Epic, Vertafore, HawkSoft).", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Independent P&C agencies with 10-50 staff, handling 500-5,000 claims/year, working with 4+ carriers, frustrated by manual re-keying and slow claims cycles. Also: agency clusters and aggregators looking to standardize claims workflows across member agencies.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-claim pricing with monthly platform fee. Starter: $2.50/claim + $500/month (up to 200 claims/month). Professional: $1.80/claim + $800/month (up to 500 claims/month, includes analytics dashboard). Enterprise: custom pricing for 500+ claims/month or multi-location agencies. All plans include carrier portal integrations, FNOL automation, and email/chat support.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day pilot with full refund if not satisfied. Monthly contracts, cancel with 30 days notice. No long-term lock-in.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @clearbridge_support, email support@clearbridge.io, phone (Professional/Enterprise): +1-888-555-0239", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "State regulatory/DOI compliance questions, carrier integration failures, data breach or security concerns, multi-agency rollout planning, custom carrier API requests, HIPAA-adjacent health insurance claims", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific claims cycle times (varies by carrier and claim complexity). Never provide legal or regulatory advice. Never share other agencies' claims data or carrier relationships. Never make compliance certifications that aren't documented β€” always search first. Never promise carrier integrations that aren't built yet without confirming with engineering.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Rachel Whitfield' chat_id=72819405 + hi, I run a 15-person P&C agency and I'm drowning in claims paperwork. our adjusters each handle about 80 open claims and the average processing time has ballooned to 45 days. we're losing renewals because of it. is this something you can help with? +- role: assistant + tool_calls: + - id: call_ic_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "rK7mW3pNxB", + "title": "Telegram private user='Rachel Whitfield' chat_id=72819405\nhi, I run a 15-person P&C agency and I'm drowning in claims paperwork. our adjusters each handle about 80 open claims and the average processing time has ballooned to 45 days. we're losing renewals because of it. is this something you can help with?", + "details": { + "chat_id": 72819405, + "chat_type": "private", + "message_id": 8201, + "attachments": [], + "message_text": "hi, I run a 15-person P&C agency and I'm drowning in claims paperwork. our adjusters each handle about 80 open claims and the average processing time has ballooned to 45 days. we're losing renewals because of it. is this something you can help with?", + "message_author_id": 72819405, + "message_author_name": "Rachel Whitfield" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "rK7mW3pNxB", "title": "Telegram private user='Rachel Whitfield' chat_id=72819405\nhi, I run a 15-person P&C agency and I'm drowning in claims paperwork. our adjusters each handle about 80 open claims and the average processing time has ballooned to 45 days. we're losing renewals because of it. is this something you can help with?", "human": "telegram:72819405"}, + ] + + Done: + [ + ] + call_id: call_ic_01 +- role: title + content: "[telegram] [rachel] [sales] Rachel Whitfield β€” P&C agency, 45-day claims cycle, losing renewals" +- role: assistant + tool_calls: + - id: call_ic_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 72819405}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '72819405'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_ic_02 +- role: assistant + content: "45 days average and 80 claims per adjuster β€” that's a heavy load\\. I'm Karen, AI assistant at ClearBridge\\. Before I get into what we do, help me understand your setup: how many carriers are you working with, and how are your adjusters tracking claims today?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + we work with 6 carriers. right now each adjuster logs into every carrier portal separately to check status, download docs, update claims. some days they spend more time re-keying data than actually adjusting. we tried building spreadsheets to track everything but it's a mess β€” stuff falls through the cracks constantly +- role: assistant + content: "6 carriers, each with its own portal β€” so your adjusters are basically doing data entry across 6 different systems instead of actually working claims\\. And the spreadsheets are duct tape that doesn't hold\\. That's exactly the pattern we see with agencies your size\\. What's the biggest pain point β€” the re\\-keying itself, or the stuff that falls through the cracks because nobody caught a status change?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + both honestly, but the cracks are what kill us. last month we missed a carrier deadline on a $40K claim because nobody saw the status update in their portal. policyholder was furious, they moved their whole book to another agency. that's the kind of thing that keeps me up at night +- role: assistant + tool_calls: + - id: call_ic_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "carrier portal automation real-time status sync claims tracking"}' +- role: tool + content: |+ + For your query 'carrier portal automation real-time status sync claims tracking' found 3 results in database of 1800 chunks across 38 indexed documents. + + + ClearBridge connects directly to 30+ carrier portals via APIs and ACORD messaging. Claims status syncs in real time β€” when a carrier updates a claim, your dashboard reflects it within minutes. Adjusters work from a single dashboard instead of logging into 4-8 separate carrier portals. Missed deadlines drop by 90%+ because the system alerts adjusters and managers when action is required. + + + + Smart claims routing assigns new FNOL intake to the right adjuster based on line of business, carrier, workload balance, and adjuster expertise. Managers see a real-time workload heatmap. Overloaded adjusters get flagged automatically before claims start slipping. + + + call_id: call_ic_03 +- role: assistant + content: |- + Losing a $40K claim and the whole book behind it because of a missed portal update β€” that's exactly the problem we built ClearBridge to kill\. + + Here's what changes: we connect directly to your 6 carriers via their APIs and ACORD standards\. Every status update syncs to one dashboard in real time\. When a carrier needs action from your team, the system alerts the assigned adjuster *and* flags their manager if it's not handled\. No more logging into 6 portals, no more spreadsheets, no more missed deadlines\. + + On top of that, we auto\-route new claims to the right adjuster based on line of business, carrier, and current workload β€” so nobody gets buried while someone else has capacity\. + + Would that $40K claim scenario have played out differently with alerts? Absolutely\. But let me ask: what's your biggest concern about switching to something like this? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + my biggest concern is state compliance. we operate in 3 states and each has different DOI reporting requirements. our current process is ugly but we know it's compliant. if I switch to a new system and something falls out of compliance, the DOI doesn't care that I was "upgrading" β€” they'll fine me +- role: assistant + tool_calls: + - id: call_ic_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "DOI compliance reporting state regulatory NAIC data security"}' +- role: tool + content: |+ + For your query 'DOI compliance reporting state regulatory NAIC data security' found 2 results in database of 1800 chunks across 38 indexed documents. + + + ClearBridge is SOC 2 Type II certified and built to comply with the NAIC Insurance Data Security Model Law. The compliance dashboard generates DOI-ready reports covering claims activity, data access logs, policyholder notifications, and incident tracking. Reports are exportable per state and per carrier. Most agencies save 15+ hours/month on compliance prep. + + + + Data handling: all policyholder PII is encrypted at rest (AES-256) and in transit (TLS 1.3). Role-based access controls ensure adjusters only see claims assigned to them. Full audit trail on every data access and modification. Retention policies configurable per state requirement. + + + call_id: call_ic_04 +- role: assistant + content: |- + That's a legitimate concern and I'm not going to brush it off β€” DOI fines are no joke\. + + What I can tell you: ClearBridge is SOC 2 Type II certified and built to comply with the NAIC Insurance Data Security Model Law\. We have a compliance dashboard that generates DOI\-ready reports per state and per carrier β€” claims activity, data access logs, policyholder notifications, incident tracking\. All PII is encrypted, role\-based access controls, full audit trail\. + + That said β€” *I'm not going to tell you we've mapped every requirement in your 3 specific states*\. That's a conversation for our compliance and implementation team, who can review your current DOI obligations and show you exactly how ClearBridge maps to them before you flip anything over\. + + Want me to connect you with them? They've done this walkthrough with multi\-state agencies before\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + yes I'd definitely want that conversation before committing to anything. ok other question β€” we use Applied Epic as our AMS. does this integrate or am I looking at yet another system to manage? +- role: assistant + tool_calls: + - id: call_ic_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Applied Epic AMS integration agency management system API"}' +- role: tool + content: |+ + For your query 'Applied Epic AMS integration agency management system API' found 2 results in database of 1800 chunks across 38 indexed documents. + + + ClearBridge integrates with major agency management systems via API: Applied Epic, Vertafore AMS360, and HawkSoft. Claims data flows bidirectionally β€” FNOL created in your AMS automatically appears in ClearBridge, and status updates in ClearBridge sync back to your AMS. No double entry. Setup typically takes 3-5 days during onboarding. + + + call_id: call_ic_05 +- role: assistant + content: |- + Good news β€” Applied Epic is one of our core integrations\. Data flows both directions: FNOL created in Epic automatically shows up in ClearBridge, and when a claim status updates in ClearBridge it syncs right back to Epic\. No double entry, no extra system to babysit\. + + Setup for the Epic integration typically takes 3\-5 days during onboarding\. + + So your adjusters keep working in the tools they already know β€” Epic for policy and ClearBridge for claims workflow β€” and everything stays in sync\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + ok that's a relief. what does this cost? we process about 300 claims a month right now +- role: assistant + tool_calls: + - id: call_ic_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per claim monthly platform fee plans"}' +- role: tool + content: |+ + For your query 'pricing per claim monthly platform fee plans' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Per-claim pricing with monthly platform fee: + - Starter: $2.50/claim + $500/month (up to 200 claims/month). Includes carrier portal integrations, FNOL automation, email/chat support. + - Professional: $1.80/claim + $800/month (up to 500 claims/month). Includes analytics dashboard, priority support, compliance reporting. + - Enterprise: custom pricing for 500+ claims/month or multi-location agencies. + + All plans include carrier portal integrations, FNOL automation, and email/chat support. 30-day pilot available. + + + call_id: call_ic_06 +- role: assistant + content: |- + At 300 claims/month, you'd be on the Professional plan: + + $1\.80 per claim \+ $800/month platform fee\. + + That's about $1,340/month total\. Includes carrier portal integrations, FNOL automation, the analytics dashboard, compliance reporting, and priority support\. + + For context β€” what are you spending now on the manual approach? Overtime, temp staff during peak, rework from data entry errors? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + honestly probably $4K/month between overtime and the two part-time data entry people I hired just to keep up with carrier portals. $1,340 is way less than that. only thing is I can't start anything right now β€” we're in the middle of Q2 renewals and my team is slammed. once we get past June I could do a pilot. also I should mention my carriers would need to approve the API connections on their end β€” I'm not the only decision-maker in that chain +- role: assistant + content: |- + Makes sense on both counts\. Ripping out workflows during renewal season would be insane, and carrier approval for API access is a real step β€” we deal with that on every onboarding\. + + Here's what I'd suggest: let's get the compliance conversation started now while your team is focused on renewals\. That way when June hits, the regulatory questions are already answered, and the carrier API approvals can run in parallel with onboarding\. Most carriers approve in 1\-2 weeks since we're using ACORD standards they already support\. + + We also have a 30\-day pilot β€” no commitment, up to 3 carrier integrations, dedicated onboarding specialist\. You can run it alongside your current process and compare\. + + Want me to set up the compliance team call and get you into the pilot queue for July? I'd just need your email\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + yeah let's do that. rachel@whitfieldins.com β€” get the compliance call going and put us in the queue for a July pilot +- role: assistant + tool_calls: + - id: call_ic_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Rachel", "contact_last_name": "Whitfield", "contact_email": "rachel@whitfieldins.com", "contact_notes": "Owner of 15-person P&C agency (Whitfield Insurance), operates in 3 states. 300 claims/month, 80 claims per adjuster, 45-day avg cycle time β€” losing renewals due to slow processing. Works with 6 carriers, adjusters re-key data across carrier portals manually. Lost a $40K claim + full book last month from missed carrier deadline. Uses Applied Epic as AMS. Currently spending ~$4K/month on overtime + 2 part-time data entry staff for portal work. ClearBridge Professional plan = ~$1,340/month β€” significant savings. Needs carrier approval for API connections (not sole decision-maker for integrations). Mid-Q2 renewals, wants July pilot start. Wants compliance team call to review 3-state DOI requirements before committing.", "contact_tags": ["lead", "insurance", "p-and-c", "multi-state", "applied-epic"], "contact_bant_score": 3}}' + - id: call_ic_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Rachel Whitfield / Whitfield Insurance β€” Claims Processing Automation Pilot", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Lm8rQ2wK + call_id: call_ic_07 +- role: tool + content: |- + βœ… Created: deal_Tn4pJ6xV + call_id: call_ic_08 +- role: assistant + tool_calls: + - id: call_ic_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Lm8rQ2wK", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” claims processing automation pilot", "summary": "Rachel Whitfield (Whitfield Insurance, 15-person P&C agency, 3 states) frustrated with manual claims processing: 80 claims/adjuster, 45-day avg cycle, 6 carrier portals re-keyed manually, lost $40K claim + full book from missed deadline. Currently spending ~$4K/mo on overtime + temp staff. ClearBridge Professional plan ~$1,340/mo β€” 66% savings. Uses Applied Epic (supported integration). Addressed: carrier portal automation, real-time status sync, DOI compliance dashboard, NAIC compliance, AMS integration. Regulatory concern: wants compliance team to review 3-state DOI requirements before committing. Can''t start until after Q2 renewals (July pilot). Carriers must approve API connections. BANT: Budget=1 ($4K/mo current spend, ClearBridge saves ~$2.7K/mo), Authority=0 (carrier approval required for API integrations), Need=1 (urgent, losing renewals), Timeline=1 (July pilot after Q2 renewals). ESCALATION: compliance team call for 3-state DOI review + pilot queue for July."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_ic_09 +- role: assistant + content: |- + All set\. Here's the plan: + + 1\. Our compliance team will reach out to you at rachel@whitfieldins\.com to schedule a call β€” they'll walk through your 3\-state DOI requirements and show exactly how ClearBridge maps to them\. + 2\. You're in the July pilot queue\. When renewals wind down, we'll kick off onboarding with your Applied Epic integration and your top 3 carriers\. + + That gives your team time to breathe through renewals, and we use the gap to knock out the compliance and carrier approval work so you're ready to go in July\. + + Anything else in the meantime? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + no that's perfect. first time someone actually understood the agency side of this instead of just pitching me a dashboard. thanks Karen +- role: assistant + tool_calls: + - id: call_ic_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Rachel Whitfield, Whitfield Insurance (15-person P&C agency, 3 states, 6 carriers). 300 claims/month, 45-day avg cycle, 80 claims/adjuster, losing renewals from missed carrier deadlines. Applied Epic AMS. Currently ~$4K/mo manual costs, ClearBridge Professional ~$1,340/mo. Addressed carrier portal automation, real-time status sync, DOI compliance, AMS integration. Multi-state regulatory concern escalated to compliance team. July pilot after Q2 renewals. BANT 3/4 (Budget=1, Authority=0 carrier approval needed, Need=1, Timeline=1). ESCALATION: compliance team to contact rachel@whitfieldins.com for 3-state DOI review. CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done rK7mW3pNxB + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_ic_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__legal_practice_mgmt.yaml b/flexus_simple_bots/karen/very_limited__legal_practice_mgmt.yaml new file mode 100644 index 00000000..db759344 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__legal_practice_mgmt.yaml @@ -0,0 +1,428 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's need, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, compliance/security features, + or integration details β€” penalize if any of these are stated without a prior search. + When the prospect raises attorney-client privilege / data security concerns, the assistant should + search for security docs and provide grounded answers, then offer to connect with a compliance + or security specialist (human escalation) for anything beyond documented facts. + BANT should reflect: Budget=1 (confirmed current spend and willingness to pay for a solution), + Authority=0 (needs managing partner approval), Need=1 (actively losing revenue to missed deadlines + and unbilled time), Timeline=1 (wants to switch before next quarter). + Penalize inflated BANT scores (e.g. scoring Authority=1 when partner approval is needed). + Penalize fabricated pricing, bar association compliance claims, or integration lists not grounded + in vector search results. Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Legal technology that lets lawyers focus on law, not admin", + "tagline": "Case management and billing built for modern law firms", + "website": "https://casebeam.io", + "industry": "Legal Technology / Practice Management", + "company_name": "CaseBeam" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Small to mid-size law firms (2-50 attorneys) that need integrated case management, time tracking, and billing in one platform. Solo practitioners who are outgrowing spreadsheets and generic project management tools.", + "objection_playbook": { + "price": "Most firms recover the subscription cost within the first month by capturing billable time they were previously writing off. We've seen firms reduce write-offs by 30-40%.", + "complexity": "Migration from Clio, PracticePanther, or spreadsheets takes 5-10 business days. Our onboarding team handles data import. We run parallel for 2 weeks so nothing falls through.", + "trust": "SOC 2 Type II certified, AES-256 encryption at rest, TLS 1.3 in transit. Data hosted in US-only AWS regions. We do not train AI on client data. Bar association ethics opinions support cloud-based practice management when proper safeguards are in place.", + "competitor": "We respect Clio and PracticePanther. Our differentiator is native AI-powered deadline tracking that reads court rules automatically, plus integrated trust accounting that passes IOLTA audit requirements out of the box." + }, + "trial": { + "duration_days": 21, + "credit_card_required": false, + "includes": "Full access, all features, sample case data pre-loaded. Migration assistance included during trial." + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-20T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "CaseBeam is a cloud-based legal practice management platform that combines case management, time tracking, billing, document management, and client intake in one system. AI-powered features include automatic deadline calculation from court rules, smart time capture that suggests billable entries from calendar and email activity, and conflict-of-interest checking.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Case management with matter-centric organization, AI-powered deadline tracking (reads court rules for your jurisdiction), smart time capture (suggests billable entries from calendar/email), trust accounting (IOLTA-compliant), integrated billing with LEDES export, document management with version control, client portal for secure file sharing, conflict-of-interest checking, client intake forms with e-signature, reporting dashboard, integrations with Outlook, Google Workspace, QuickBooks, LawPay, Clio import tool.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Solo practitioners and small firms (2-15 attorneys) outgrowing spreadsheets or basic tools. Mid-size firms (15-50 attorneys) frustrated with legacy practice management software. Firms doing litigation, family law, personal injury, real estate, or general practice.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-attorney pricing. Solo: $79/month per attorney. Professional (2-15 attorneys): $69/month per attorney, includes trust accounting and LEDES billing. Enterprise (16+ attorneys): custom pricing, includes dedicated support and custom integrations. Annual billing gets 15% discount. All plans include unlimited matters, document storage, and client portal access. LawPay payment processing integration available at no extra platform fee.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "Monthly plans can be cancelled anytime β€” no cancellation fee. Annual plans: pro-rated refund within first 90 days. Data export available for 60 days after cancellation.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @casebeam_support, email support@casebeam.io, phone (Professional/Enterprise): +1-855-555-0192", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Bar association compliance questions, trust accounting audit concerns, data security deep-dives, enterprise pricing, migration from legacy systems with complex data", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never provide legal advice or opinions on case outcomes. Never guarantee bar association approval of any specific workflow. Never share other firms' data or billing rates. Never make security claims not documented in our SOC 2 report β€” always search first. Never promise custom features without product team approval.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Rachel Whitfield' chat_id=72839156 + hi, is this the CaseBeam bot? I have some questions about your platform +- role: assistant + tool_calls: + - id: call_lp_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mK9xLw3nRp", + "title": "Telegram private user='Rachel Whitfield' chat_id=72839156\nhi, is this the CaseBeam bot? I have some questions about your platform", + "details": { + "chat_id": 72839156, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hi, is this the CaseBeam bot? I have some questions about your platform", + "message_author_id": 72839156, + "message_author_name": "Rachel Whitfield" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mK9xLw3nRp", "title": "Telegram private user='Rachel Whitfield' chat_id=72839156\nhi, is this the CaseBeam bot? I have some questions about your platform", "human": "telegram:72839156"}, + ] + + Done: + [ + ] + call_id: call_lp_01 +- role: title + content: "[telegram] [rachel] [sales] Rachel Whitfield β€” CaseBeam platform questions" +- role: assistant + tool_calls: + - id: call_lp_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 72839156}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '72839156'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_lp_02 +- role: assistant + content: "Hey Rachel\\! I'm Karen, AI assistant at CaseBeam\\. Happy to answer questions β€” what's going on at your firm, and what are you looking for?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + I'm office administrator at a litigation firm, 8 attorneys. we've been using spreadsheets and Outlook to track everything β€” cases, deadlines, billing. it's a nightmare honestly. I missed a filing deadline last month because it was buried in a calendar entry and the partner almost killed me +- role: assistant + content: "A missed filing deadline β€” that's the kind of thing that keeps you up at night\\. And with 8 attorneys all running on spreadsheets and Outlook, I'm honestly surprised it doesn't happen more often\\. What have you tried before β€” have you looked at any practice management tools, or is this the first time you're exploring?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + we did a Clio trial about a year ago but the attorneys hated it. said it was too clicky, too many screens to log time. they went back to scribbling hours on legal pads and I end up chasing them at the end of the month. we write off probably 15-20% of billable time because it never gets entered +- role: assistant + tool_calls: + - id: call_lp_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "time tracking smart capture billable hours calendar email automatic"}' +- role: tool + content: |+ + For your query 'time tracking smart capture billable hours calendar email automatic' found 3 results in database of 2400 chunks across 52 indexed documents. + + + CaseBeam's Smart Time Capture runs in the background and suggests billable entries based on calendar events, emails sent/received, and document editing activity. Attorneys review and approve entries with one tap instead of manually reconstructing their day. Firms using Smart Time Capture report 25-35% reduction in unbilled time within the first 60 days. + + + + Time entry in CaseBeam: attorneys can log time from anywhere in the app β€” the case view, the calendar, the document viewer, or the mobile app. Timer widget follows them across screens. Batch time entry lets them approve multiple suggested entries at once at end of day. + + + call_id: call_lp_03 +- role: assistant + content: |- + So the Clio experience was too much friction, attorneys stopped using it, and now you're losing 15\-20% of billable time because nobody logs hours\. That's real revenue walking out the door\. + + Here's where CaseBeam is different: we have a feature called Smart Time Capture that runs in the background\. It watches calendar events, emails, and document activity, then *suggests* billable entries\. Your attorneys review and approve with one tap β€” they don't have to reconstruct their day from memory\. + + Firms using it typically see a 25\-35% drop in unbilled time within the first two months\. For an 8\-attorney litigation firm, that could be significant money\. + + What does your firm bill annually, roughly? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + about $2.5M. so if we're writing off 15-20% that's like $375K-$500K in lost billings every year. the partners keep complaining about it but nobody wants to change how they work +- role: assistant + content: |- + $375K\-$500K a year in write\-offs β€” yeah, that's not a minor annoyance, that's a major revenue leak\. + + And the "nobody wants to change" part is exactly why the tool has to be low\-friction\. If attorneys have to open a separate app and fill out forms, they won't\. Smart Time Capture doesn't ask them to change their workflow β€” it just watches what they're already doing and says "hey, looks like you spent 45 min on the Morrison brief, want to bill it?" One tap\. + + What about the deadline tracking side β€” is that mostly you managing it manually right now? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + yes, me and a paralegal. we pull court rules and calculate deadlines by hand, put them in Outlook. it works until it doesn't, like last month. honestly that's the thing that scares me the most β€” one more missed deadline and we could be looking at a malpractice claim +- role: assistant + tool_calls: + - id: call_lp_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "deadline tracking court rules automatic calculation jurisdiction"}' +- role: tool + content: |+ + For your query 'deadline tracking court rules automatic calculation jurisdiction' found 3 results in database of 2400 chunks across 52 indexed documents. + + + CaseBeam's AI-powered deadline engine reads court rules for federal and state jurisdictions (all 50 states + DC). When you enter a trigger event (e.g., complaint filed, discovery served), it automatically calculates all downstream deadlines including response periods, extensions, and holidays. Deadlines sync to attorney calendars and trigger escalating reminders at 14, 7, 3, and 1 day before due date. + + + + Deadline tracking includes a malpractice prevention dashboard: overdue items are flagged red, upcoming deadlines color-coded by urgency, and a weekly digest email goes to the supervising attorney. Firms can configure custom escalation rules β€” e.g., if a deadline is 3 days out and unacknowledged, notify the managing partner. + + + call_id: call_lp_04 +- role: assistant + content: |- + Malpractice risk from a missed deadline is the nightmare scenario β€” and doing it manually with Outlook is a matter of when, not if\. + + CaseBeam's deadline engine reads court rules for all 50 states \+ federal\. You enter the trigger event β€” complaint filed, discovery served, whatever β€” and it calculates all downstream deadlines automatically, including holidays and extensions\. Those sync to each attorney's calendar with escalating reminders at 14, 7, 3, and 1 day out\. + + There's also a malpractice prevention dashboard: overdue items get flagged, and you can set it up so the managing partner gets notified automatically if a deadline is 3 days out and nobody has acknowledged it\. + + No more calculating by hand, no more things slipping through\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + ok I'm sold on the features but I need to ask β€” where does the data live? we handle sensitive client information, attorney-client privileged material. our managing partner is very paranoid about cloud security. he's going to ask me about this +- role: assistant + tool_calls: + - id: call_lp_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "security data encryption SOC 2 attorney-client privilege cloud hosting"}' +- role: tool + content: |+ + For your query 'security data encryption SOC 2 attorney-client privilege cloud hosting' found 3 results in database of 2400 chunks across 52 indexed documents. + + + CaseBeam is SOC 2 Type II certified. All data is encrypted: AES-256 at rest, TLS 1.3 in transit. Data is hosted exclusively in US-based AWS regions (us-east-1 and us-west-2) with no cross-border data transfer. Each firm's data is logically isolated β€” no co-mingling across tenants. + + + + Attorney-client privilege and cloud storage: ABA Formal Opinion 477R (2017) and subsequent state bar ethics opinions hold that lawyers may use cloud-based practice management tools provided they take reasonable measures to safeguard client data. CaseBeam's encryption, access controls, audit logging, and SOC 2 certification satisfy the "reasonable measures" standard referenced in these opinions. CaseBeam does not access, review, or use client data for any purpose other than providing the service. AI features (Smart Time Capture, deadline engine) process metadata only β€” they do not read the content of documents or communications. + + + + Access controls: role-based permissions, mandatory MFA for all users, IP allowlisting available on Professional and Enterprise plans. Full audit log of every access event β€” exportable for compliance reviews. + + + call_id: call_lp_05 +- role: assistant + content: |- + This is the right question, and your managing partner should be asking it\. + + CaseBeam is SOC 2 Type II certified\. All data is encrypted β€” AES\-256 at rest, TLS 1\.3 in transit\. Hosted exclusively in US\-based AWS regions, no cross\-border data transfer\. Each firm's data is logically isolated\. + + On attorney\-client privilege specifically: ABA Formal Opinion 477R and subsequent state bar opinions support cloud\-based practice management as long as reasonable safeguards are in place β€” encryption, access controls, audit logging\. CaseBeam checks all of those\. + + And an important detail: our AI features process metadata only\. Smart Time Capture looks at calendar events and email timestamps, not the content of privileged communications\. + + Role\-based permissions, mandatory MFA, IP allowlisting, full audit logs β€” all exportable for compliance reviews\. + + If your managing partner wants a deeper security walkthrough, I can connect him with our security team directly β€” they're used to having that conversation with law firm leadership\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + ok that's actually really thorough. the ABA opinion thing is helpful β€” I can bring that to him with specifics instead of just saying "it's fine". what does it cost for 8 attorneys? +- role: assistant + tool_calls: + - id: call_lp_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per attorney professional plan trust accounting LEDES"}' +- role: tool + content: |+ + For your query 'pricing per attorney professional plan trust accounting LEDES' found 2 results in database of 2400 chunks across 52 indexed documents. + + + Per-attorney pricing tiers: + - Solo: $79/month per attorney. + - Professional (2-15 attorneys): $69/month per attorney, includes trust accounting and LEDES billing. + - Enterprise (16+ attorneys): custom pricing, includes dedicated support and custom integrations. + + Annual billing gets 15% discount. All plans include unlimited matters, document storage, and client portal access. + + + call_id: call_lp_06 +- role: assistant + content: |- + For 8 attorneys, you'd be on the Professional plan: + + $69/month per attorney = *$552/month* for the full firm\. + + If you go annual, there's a 15% discount β€” that brings it to about *$470/month*\. + + That includes trust accounting \(IOLTA\-compliant\), LEDES billing export, unlimited matters, document storage, and client portal\. + + Compare that to the $375K\-$500K in billable time you're losing annually\. Even if Smart Time Capture only recovers a fraction of that, the platform pays for itself many times over\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + $552/month is way less than I expected honestly. I want to do this but I need to run it by our managing partner David first. he signs off on everything over $200/month. can I get a trial set up so I can show him the deadline tracking and time capture? +- role: assistant + tool_calls: + - id: call_lp_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Rachel", "contact_last_name": "Whitfield", "contact_notes": "Office administrator at an 8-attorney litigation firm. Currently using spreadsheets + Outlook. Pain points: missed filing deadline (malpractice risk), 15-20% billable time write-off ($375K-$500K/year lost), firm bills ~$2.5M/year. Previous Clio trial failed β€” attorneys found it too friction-heavy. Interested in Smart Time Capture and AI deadline tracking. Security-conscious managing partner (David) must approve β€” raised attorney-client privilege concerns, addressed with ABA 477R and SOC 2 details. Professional plan at $552/mo. Wants 21-day trial to demo to managing partner. Ready to move before next quarter.", "contact_tags": ["lead", "legal", "litigation", "trial"], "contact_bant_score": 3}}' + - id: call_lp_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Rachel Whitfield / Litigation Firm β€” Practice Management Platform", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Rm5wK8nJ + call_id: call_lp_07 +- role: tool + content: |- + βœ… Created: deal_Tn4pL9xQ + call_id: call_lp_08 +- role: assistant + tool_calls: + - id: call_lp_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rm5wK8nJ", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” legal practice management platform", "summary": "Rachel Whitfield (office admin, 8-attorney litigation firm) evaluated CaseBeam. Current setup: spreadsheets + Outlook. Key pain points: missed filing deadline creating malpractice risk, $375K-$500K/year in unbilled time write-offs. Previous Clio trial failed due to attorney friction. Addressed: Smart Time Capture (25-35% unbilled time reduction), AI deadline tracking (all 50 states + federal court rules), security/privilege (SOC 2 Type II, AES-256, ABA Opinion 477R, metadata-only AI). Pricing: Professional plan $552/mo for 8 attorneys. Starting 21-day trial to demo to managing partner. BANT: Budget=1 (confirmed current losses justify spend), Authority=0 (managing partner David must approve), Need=1 (active malpractice risk + revenue loss), Timeline=1 (wants to switch before next quarter)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_lp_09 +- role: assistant + content: |- + Done\! Here's your plan: + + *Trial*: [Sign up here](https://casebeam.io/trial) β€” 21 days, full access, no credit card\. It comes pre\-loaded with sample case data so you can demo deadline tracking and time capture without entering real client info\. + + *For David*: the security page at [casebeam\.io/security](https://casebeam.io/security) has the SOC 2 report, encryption details, and the ABA opinion reference\. If he wants a live walkthrough with our security team, just message me and I'll set it up\. + + I'll check in with you in about a week to see how the demo went\. If anything comes up before then, I'm here\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Whitfield + + perfect, thanks Karen. this is the first tool that actually seems like it was built for law firms and not just adapted from generic project management. I'll get the trial going today +- role: assistant + tool_calls: + - id: call_lp_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Rachel Whitfield, office admin at 8-attorney litigation firm. Currently using spreadsheets + Outlook β€” missed a filing deadline (malpractice risk), writing off 15-20% of billable time ($375K-$500K/year). Previous Clio trial failed (too much friction). Addressed: Smart Time Capture (one-tap time logging), AI deadline tracking (court rules for all jurisdictions), security for attorney-client privilege (SOC 2, ABA 477R, metadata-only AI). Professional plan $552/mo. Starting 21-day trial to demo to managing partner David. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mK9xLw3nRp + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_lp_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__logistics_saas_demo.yaml b/flexus_simple_bots/karen/very_limited__logistics_saas_demo.yaml new file mode 100644 index 00000000..c1a732cb --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__logistics_saas_demo.yaml @@ -0,0 +1,381 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or integration details. + Penalize if the assistant fabricates pricing tiers, feature capabilities, or competitor comparisons not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 2 (Need=1, Timeline=1, Budget=0 not discussed, Authority=0 co-decides with CTO). + Penalize if the assistant pressures on price or dismisses the competitor mention without searching first. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Visibility into every shipment, every mile", + "tagline": "Real-time freight intelligence for modern logistics", + "website": "https://routestack.io", + "industry": "Logistics Technology / Supply Chain SaaS", + "company_name": "RouteStack" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-market freight brokers and 3PLs (50-500 shipments/day) who still rely on spreadsheets or legacy TMS for tracking and carrier communication", + "objection_playbook": { + "price": "ROI typically 3-4x within 6 months. Average customer saves 12 hours/week on manual tracking calls. We price per shipment, not per seat, so cost scales with actual volume.", + "complexity": "API integration takes 2-3 days with our team's help. We also have a no-code CSV import for day one.", + "trust": "30-day pilot with real data β€” no contract, cancel anytime. We handle SOC 2 and GDPR compliance out of the box.", + "competitor": "We don't badmouth competitors. Focus on what RouteStack does: real-time ETA prediction, automated carrier check-ins, and exception alerts. Let the customer compare features side by side." + }, + "trial": { + "duration_days": 30, + "credit_card_required": false, + "includes": "Full platform, up to 200 shipments, API access, onboarding call" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-28T14:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "RouteStack is a real-time freight visibility platform. It connects to carriers via API, EDI, or manual upload to track shipments door-to-door. Features include ETA prediction, exception alerting, automated carrier check-in calls, and a customer-facing tracking portal.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Real-time shipment tracking (FTL, LTL, parcel, ocean), predictive ETA with ML, automated carrier check-ins via voice/SMS, exception alerts (late, detention, temperature), customer-facing tracking portal, TMS integrations (MercuryGate, BlueYonder, Aljex), BI dashboards, SOC 2 Type II compliant.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Freight brokers and 3PLs doing 50-500 shipments/day who need visibility without building in-house. Also: shippers with complex multi-modal supply chains who want one tracking dashboard.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-shipment pricing. Starter: $0.50/shipment (up to 100/day). Growth: $0.35/shipment (100-500/day). Enterprise: custom. Annual contracts get 15% discount. Stripe billing.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "30-day pilot is free. Monthly contracts can be cancelled anytime with 30-day notice. Annual contracts: pro-rated refund within first 90 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @routestack_support, email support@routestack.io, in-app chat", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing requests, custom integrations, security/compliance questions, data migration from competitor platforms", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific ETA accuracy percentages unless quoting published benchmarks. Never share other customers' shipping data. Never promise custom integrations without engineering review. Never disparage competitors by name.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Priya Nair' chat_id=72834019 + hey, quick question β€” do you integrate with Aljex? +- role: assistant + tool_calls: + - id: call_ls_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mK7nW2pLqR", + "title": "Telegram private user='Priya Nair' chat_id=72834019\nhey, quick question β€” do you integrate with Aljex?", + "details": { + "chat_id": 72834019, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hey, quick question β€” do you integrate with Aljex?", + "message_author_id": 72834019, + "message_author_name": "Priya Nair" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mK7nW2pLqR", "title": "Telegram private user='Priya Nair' chat_id=72834019\nhey, quick question β€” do you integrate with Aljex?", "human": "telegram:72834019"}, + ] + + Done: + [ + ] + call_id: call_ls_01 +- role: title + content: "[telegram] [priya] [sales] Priya Nair β€” Aljex integration question" +- role: assistant + tool_calls: + - id: call_ls_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 72834019}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '72834019'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_ls_02 +- role: assistant + tool_calls: + - id: call_ls_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Aljex TMS integration"}' +- role: tool + content: |+ + For your query 'Aljex TMS integration' found 3 results in database of 2100 chunks across 45 indexed documents. + + + RouteStack integrates with major TMS platforms including MercuryGate, BlueYonder, and Aljex. The Aljex integration supports bi-directional sync: shipment orders pull into RouteStack automatically, and tracking updates push back to Aljex. Setup requires an Aljex API key (available from Aljex admin panel) and takes 2-3 hours with our onboarding team. + + + + Supported TMS integrations: MercuryGate (API), BlueYonder (EDI 214/990), Aljex (API), McLeod (API), Turvo (webhook). For TMS platforms not listed, we offer a REST API and CSV import as fallbacks. + + + call_id: call_ls_03 +- role: assistant + content: "Hey Priya\\! I'm Karen, AI assistant at RouteStack\\. Yes, we integrate with Aljex β€” bi\\-directional sync, so shipment orders pull in automatically and tracking updates push back\\. Setup takes about 2\\-3 hours with our onboarding team\\. Are you currently on Aljex?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Nair + + yeah we use Aljex. we're a 3PL, about 150 shipments a day, mostly FTL. right now tracking is a nightmare β€” our ops team spends half their day calling carriers for updates. I saw you mentioned on a freight forum and figured I'd ask +- role: assistant + content: "150 FTL shipments/day with manual carrier calls β€” that's brutal\\. So the main pain is your ops team burning hours just getting status updates?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Nair + + exactly. and our customers are constantly asking where their stuff is, so we're fielding calls from both sides. we tried project44 briefly but it was way too expensive for our volume and the onboarding took forever +- role: assistant + tool_calls: + - id: call_ls_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per shipment 3PL mid-market volume"}' +- role: tool + content: |+ + For your query 'pricing per shipment 3PL mid-market volume' found 3 results in database of 2100 chunks across 45 indexed documents. + + + Per-shipment pricing tiers: + - Starter: $0.50/shipment (up to 100/day) + - Growth: $0.35/shipment (100-500/day) + - Enterprise: custom pricing for 500+/day + + Annual contracts receive a 15% discount. All tiers include full platform access, API, and standard support. + + + + Average RouteStack customer (mid-market 3PL) reduces manual tracking calls by 80% within the first month. Ops teams typically save 10-15 hours/week previously spent on carrier check-ins. The automated carrier check-in system contacts carriers via voice and SMS on a configurable schedule. + + + call_id: call_ls_04 +- role: assistant + content: |- + Good context β€” so you've tried a big player and it didn't fit on price or timeline\. That's actually our sweet spot\. + + At 150 shipments/day you'd be on the Growth tier: $0\.35/shipment\. That's roughly $1,575/month\. Compared to what your ops team costs in hours right now β€” our average mid\-market 3PL cuts manual tracking calls by 80% in the first month, saving 10\-15 hours/week\. + + The Aljex integration means your shipments flow in automatically, no re\-keying\. And we have a customer\-facing tracking portal so your clients can self\-serve instead of calling you\. + + Want to hear about how the automated carrier check\-ins work? That's usually the biggest time saver\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Nair + + $1,575/month is workable honestly. the check-in thing sounds interesting β€” how does that work exactly? +- role: assistant + tool_calls: + - id: call_ls_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "automated carrier check-in voice SMS how it works"}' +- role: tool + content: |+ + For your query 'automated carrier check-in voice SMS how it works' found 2 results in database of 2100 chunks across 45 indexed documents. + + + Automated Carrier Check-Ins: RouteStack contacts carriers automatically via voice call or SMS at configurable intervals (default: every 4 hours for FTL, every 8 hours for LTL). The system asks for current location and ETA. Responses are parsed using NLP and update the shipment record in real-time. If a carrier doesn't respond after 2 attempts, an exception alert is raised to the ops team. + + + call_id: call_ls_05 +- role: assistant + content: |- + It's pretty simple\. RouteStack auto\-contacts your carriers via voice call or SMS on a schedule β€” default is every 4 hours for FTL\. It asks for location and ETA, parses the response, and updates the shipment record automatically\. + + If a carrier doesn't respond after 2 attempts, your ops team gets an exception alert β€” so they only step in when something's actually wrong, instead of calling everyone proactively\. + + That alone usually kills 80% of the outbound calls your team is making\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Nair + + ok that's exactly what we need. one thing though β€” I'd need to run this by our CTO. he's going to ask about security and data handling. we had a vendor breach scare last year so he's very cautious now +- role: assistant + tool_calls: + - id: call_ls_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "security SOC 2 GDPR compliance data handling"}' +- role: tool + content: |+ + For your query 'security SOC 2 GDPR compliance data handling' found 2 results in database of 2100 chunks across 45 indexed documents. + + + RouteStack is SOC 2 Type II certified and GDPR compliant. All data is encrypted at rest (AES-256) and in transit (TLS 1.3). Customer data is logically isolated per account. We conduct annual third-party penetration tests and publish results to customers under NDA. Data residency: US (default), EU available on Enterprise plan. + + + call_id: call_ls_06 +- role: assistant + content: |- + Totally understand β€” after a scare like that, security due diligence is non\-negotiable\. + + Quick facts for your CTO: we're SOC 2 Type II certified, GDPR compliant, all data encrypted at rest \(AES\-256\) and in transit \(TLS 1\.3\)\. We do annual third\-party pen tests and share results under NDA\. + + If he wants to dig deeper, I can connect you with our security team for a direct conversation\. We also have a 30\-day pilot β€” no contract, real data, cancel anytime β€” so he can evaluate the platform hands\-on before committing\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Nair + + ok that's reassuring. let me talk to him this week. can you send me something I can forward β€” like a summary of what we discussed and the pricing? +- role: assistant + tool_calls: + - id: call_ls_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Priya", "contact_last_name": "Nair", "contact_notes": "Operations lead at a 3PL, 150 FTL shipments/day, uses Aljex TMS. Pain: ops team spends half their day on manual carrier tracking calls, customers calling for updates. Previously tried project44 β€” too expensive, slow onboarding. Interested in automated carrier check-ins and customer portal. CTO co-decides, cautious about security after past vendor breach. Pricing discussed: Growth tier $0.35/shipment (~$1,575/mo). Next step: internal discussion with CTO this week.", "contact_tags": ["lead", "3PL", "aljex"], "contact_bant_score": 2}}' + - id: call_ls_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Priya Nair 3PL β€” Freight Visibility Platform Evaluation", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Rk3nP7wM + call_id: call_ls_07 +- role: tool + content: |- + βœ… Created: deal_Xt9mL4vQ + call_id: call_ls_08 +- role: assistant + tool_calls: + - id: call_ls_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Rk3nP7wM", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” freight visibility for 3PL", "summary": "Priya Nair (3PL ops lead, 150 FTL/day, Aljex TMS) evaluated RouteStack. Pain: manual carrier tracking consuming half of ops team time. Tried project44 β€” too expensive, slow onboarding. Discussed Growth tier pricing ($0.35/shipment, ~$1,575/mo), automated carrier check-ins, customer tracking portal, Aljex integration. Security addressed (SOC 2, encryption, pen tests). CTO co-decides, cautious after past vendor breach. Next: internal CTO review this week. BANT: Budget=0 (not discussed), Authority=0 (CTO co-decides), Need=1 (urgent ops bottleneck), Timeline=1 (evaluating now, CTO review this week)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_ls_09 +- role: assistant + content: |- + Here's a summary you can forward to your CTO: + + *RouteStack β€” Freight Visibility for \[Your Company\]* + + *What it does*: Real\-time shipment tracking with automated carrier check\-ins \(voice/SMS every 4h\)\. Integrates with Aljex bi\-directionally\. Customer\-facing tracking portal so clients self\-serve\. + + *Pricing*: Growth tier at 150 shipments/day = $0\.35/shipment \(\~$1,575/mo\)\. + + *Security*: SOC 2 Type II, GDPR, AES\-256 encryption, annual third\-party pen tests \(results available under NDA\)\. + + *Next step*: 30\-day pilot, no contract, no credit card\. [Start here](https://routestack.io/pilot) + + Happy to jump on a call with your CTO if that helps β€” just let me know\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Priya Nair + + perfect, thanks Karen. I'll circle back after we discuss +- role: assistant + tool_calls: + - id: call_ls_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Priya Nair, 3PL ops lead, 150 FTL shipments/day on Aljex. Pain: manual carrier tracking consuming 50% of ops team time. Previously tried project44 (too expensive, slow onboarding). Discussed Growth tier ($0.35/shipment, ~$1,575/mo), automated carrier check-ins, customer portal, Aljex integration, security posture. CTO co-decides (cautious after past vendor breach). Priya will review internally this week. BANT 2/4. CRM contact + deal + activity logged.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mK7nW2pLqR + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_ls_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__manufacturing_quality_mgmt.yaml b/flexus_simple_bots/karen/very_limited__manufacturing_quality_mgmt.yaml new file mode 100644 index 00000000..0d6a457f --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__manufacturing_quality_mgmt.yaml @@ -0,0 +1,384 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or integration details. + Penalize if the assistant fabricates pricing tiers, feature capabilities, or competitor comparisons not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Need=1, Authority=1 sole decision-maker, Timeline=1, Budget=0 not confirmed). + Penalize if the assistant dismisses the ERP integration concern without searching first. + Penalize if the assistant promises specific ISO audit outcomes or certification guarantees. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Turn every production line into a self-improving system", + "tagline": "Real-time quality intelligence for discrete manufacturing", + "website": "https://forgeline.io", + "industry": "Manufacturing Technology / Quality Management SaaS", + "company_name": "ForgeLine" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-size discrete manufacturers (50-500 employees) running 1-3 production lines who rely on paper-based quality checks, spreadsheets, or disconnected legacy QMS for defect tracking and traceability", + "objection_playbook": { + "price": "Average customer reduces scrap rate by 30-40% within 90 days. At typical scrap costs of $15-25 per unit, the platform pays for itself within the first quarter. We price per production line, not per user, so your whole team gets access.", + "complexity": "We deploy alongside your existing line β€” no equipment changes, no downtime. Operators use a tablet interface designed for gloved hands. Average rollout is 2 weeks including training.", + "trust": "60-day pilot on one production line β€” real data, no contract. We handle SOC 2 and ITAR compliance. Your data stays on-prem if needed.", + "erp_integration": "We integrate with SAP, Oracle, Epicor, and IQMS out of the box via certified connectors. For other ERPs we have a REST API and flat-file import. Integration typically takes 3-5 days with our team.", + "operator_adoption": "The tablet UI was designed with input from floor operators at 12 manufacturing plants. Big buttons, visual workflows, barcode/QR scan β€” no typing. Average adoption time is 3 shifts." + }, + "trial": { + "duration_days": 60, + "credit_card_required": false, + "includes": "Full platform on one production line, unlimited users, SPC dashboards, API access, onboarding and operator training" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ForgeLine is a real-time quality management platform for discrete manufacturing. It captures inspection data at every station via tablets or IoT sensors, runs SPC analysis in real time, traces defects to root cause (machine, shift, material lot), and generates audit-ready reports for ISO 9001, IATF 16949, and AS9100.", + "q": "What is the product?" + }, + "question02-features": { + "a": "In-line digital inspection (tablet + barcode/QR), real-time SPC charts (Xbar-R, Cpk, Ppk), automated defect traceability (machine, operator, shift, material lot), root cause analysis with Pareto/Ishikawa, non-conformance (NCR) workflow with CAPA tracking, ERP integrations (SAP, Oracle, Epicor, IQMS), IoT sensor ingestion (temperature, torque, vibration), audit-ready report generation (ISO 9001, IATF 16949, AS9100), customer portal for supplier quality scorecards, SOC 2 Type II and ITAR compliant.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Mid-size discrete manufacturers (50-500 employees) with 1-3 production lines who need digital quality management but lack the IT resources to build or maintain a custom MES/QMS. Also: Tier 2/3 automotive and aerospace suppliers facing customer-mandated digital traceability requirements.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-production-line pricing. Starter: $1,200/mo per line (1 line, up to 50 users). Growth: $950/mo per line (2-5 lines, volume discount). Enterprise: custom (6+ lines, on-prem option, dedicated CSM). Annual contracts get 20% discount. Net-30 invoicing available.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "60-day pilot is free on one line. Monthly contracts can be cancelled anytime with 30-day notice. Annual contracts: pro-rated refund within first 90 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @forgeline_support, email support@forgeline.io, in-app chat, phone support for Enterprise tier", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing requests, custom ERP integrations, ITAR/compliance questions, on-premises deployment requests, data migration from legacy QMS", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific scrap rate reduction percentages as outcomes β€” only quote published averages. Never promise ISO certification as a result of using ForgeLine. Never share other customers' quality data or defect rates. Never promise custom sensor integrations without engineering review.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Dave Kowalski' chat_id=91247503 + hi β€” we're a stamping shop doing metal brackets for automotive, and our biggest customer just told us we need digital traceability for ISO 9001 or they'll pull the contract. do you guys do that? +- role: assistant + tool_calls: + - id: call_mfg_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "qT4vN8xKjW", + "title": "Telegram private user='Dave Kowalski' chat_id=91247503\nhi β€” we're a stamping shop doing metal brackets for automotive, and our biggest customer just told us we need digital traceability for ISO 9001 or they'll pull the contract. do you guys do that?", + "details": { + "chat_id": 91247503, + "chat_type": "private", + "message_id": 5802, + "attachments": [], + "message_text": "hi β€” we're a stamping shop doing metal brackets for automotive, and our biggest customer just told us we need digital traceability for ISO 9001 or they'll pull the contract. do you guys do that?", + "message_author_id": 91247503, + "message_author_name": "Dave Kowalski" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "qT4vN8xKjW", "title": "Telegram private user='Dave Kowalski' chat_id=91247503\nhi β€” we're a stamping shop doing metal brackets for automotive, and our biggest customer just told us we need digital traceability for ISO 9001 or they'll pull the contract. do you guys do that?", "human": "telegram:91247503"}, + ] + + Done: + [ + ] + call_id: call_mfg_01 +- role: title + content: "[telegram] [dave] [sales] Dave Kowalski β€” ISO 9001 digital traceability for stamping shop" +- role: assistant + tool_calls: + - id: call_mfg_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 91247503}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '91247503'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_mfg_02 +- role: assistant + tool_calls: + - id: call_mfg_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "ISO 9001 digital traceability audit-ready reports"}' +- role: tool + content: |+ + For your query 'ISO 9001 digital traceability audit-ready reports' found 3 results in database of 1800 chunks across 38 indexed documents. + + + ForgeLine generates audit-ready reports for ISO 9001, IATF 16949, and AS9100. Every inspection record is timestamped and linked to the specific machine, operator, shift, and material lot. Reports can be exported as PDF or accessed in real-time by auditors via a read-only portal. Full traceability from raw material receipt through final inspection. + + + + Digital traceability means every quality check is recorded electronically with who performed it, when, on which machine, using which material lot. ForgeLine replaces paper travelers and inspection sheets with tablet-based data capture at each station. Barcode or QR scanning links each part to its full production history. + + + call_id: call_mfg_03 +- role: assistant + content: "Hey Dave\\! I'm Karen, AI assistant at ForgeLine\\. Short answer: yes, that's exactly what we do\\.\n\nBefore I get into details though β€” can you tell me more about how you're handling quality checks right now? Paper travelers, spreadsheets, something else?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dave Kowalski + + all paper. we've got clipboards at every press with inspection sheets, operators measure parts and write it down. end of shift someone collects the sheets and files them in binders. if there's a quality escape we spend days digging through paper trying to figure out which press or which coil caused it +- role: assistant + content: "So you're running entirely on paper β€” clipboards at each press, manual filing, and when something goes wrong you're buried in binders trying to trace it back\\. That sounds like the traceability gap your customer is calling out, right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dave Kowalski + + yeah exactly. and it's not just the audit thing β€” our scrap rate is around 8% and I honestly can't tell you if it's a tooling issue, a material issue, or operator error because the data is scattered across paper sheets nobody cross-references +- role: assistant + tool_calls: + - id: call_mfg_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "scrap rate reduction defect root cause analysis SPC"}' +- role: tool + content: |+ + For your query 'scrap rate reduction defect root cause analysis SPC' found 3 results in database of 1800 chunks across 38 indexed documents. + + + ForgeLine's root cause analysis module links every defect to machine, operator, shift, and material lot automatically. Pareto charts show top defect types and sources. Ishikawa (fishbone) diagrams help teams drill into contributing factors. Average customer reduces scrap rate by 30-40% within 90 days by identifying and eliminating the top 2-3 root causes. + + + + Real-time SPC (Statistical Process Control) charts β€” Xbar-R, Cpk, Ppk β€” alert operators and supervisors the moment a process drifts out of spec. This catches quality issues before they become scrap, reducing defect escape rates by up to 60%. + + + call_id: call_mfg_04 +- role: assistant + content: "8% scrap with no way to pinpoint the cause β€” that's a real blind spot\\. So you've got two problems: the customer demanding digital traceability for ISO 9001, and internally you're bleeding money on scrap you can't diagnose\\.\n\nHere's what ForgeLine does for shops like yours: operators capture inspection data on a tablet at each press instead of paper\\. Every measurement gets linked to the specific press, material lot, and shift automatically\\. Real\\-time SPC charts catch drift before it becomes scrap\\. And root cause analysis breaks down your defects by machine, operator, and material β€” Pareto charts show you the top 2\\-3 causes right away\\.\n\nOur average customer cuts scrap 30\\-40% in the first 90 days just by finding those top causes\\. On the audit side, every record is timestamped and traceable β€” audit\\-ready reports for ISO 9001 come out of the box\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dave Kowalski + + ok that sounds like exactly what we need. but here's my concern β€” we run Epicor for everything, purchasing, scheduling, inventory. whatever quality system we use has to talk to Epicor or it's a non-starter. and honestly my operators are old school, half of them barely use a phone. a tablet on the floor is going to be a hard sell +- role: assistant + tool_calls: + - id: call_mfg_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Epicor ERP integration connector"}' + - id: call_mfg_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "operator adoption tablet interface shop floor gloves"}' +- role: tool + content: |+ + For your query 'Epicor ERP integration connector' found 2 results in database of 1800 chunks across 38 indexed documents. + + + ForgeLine integrates with SAP, Oracle, Epicor, and IQMS out of the box via certified connectors. The Epicor connector syncs work orders, part numbers, BOMs, and inspection results bi-directionally. Quality holds in ForgeLine automatically create quality alerts in Epicor. Setup takes 3-5 days with our integration team. + + + call_id: call_mfg_05 +- role: tool + content: |+ + For your query 'operator adoption tablet interface shop floor gloves' found 2 results in database of 1800 chunks across 38 indexed documents. + + + The ForgeLine tablet UI was designed with input from floor operators at 12 manufacturing plants. Large buttons, visual pass/fail workflows, barcode and QR scanning to eliminate typing. Operators wear gloves β€” the interface works with capacitive glove-compatible screens. Average time for a full inspection entry: 45 seconds. Average operator adoption: 3 shifts to full comfort. + + + + Onboarding includes hands-on operator training on the shop floor. We run a 2-hour session per shift, covering tablet basics, scan-and-inspect workflow, and what to do when a measurement is out of spec. Supervisors get a separate 4-hour session on dashboards, SPC alerts, and NCR workflows. + + + call_id: call_mfg_06 +- role: assistant + content: "Both fair concerns\\. Let me address them\\.\n\n*Epicor*: we have a certified Epicor connector out of the box\\. It syncs work orders, part numbers, BOMs, and inspection results bi\\-directionally\\. If ForgeLine puts a quality hold on a part, Epicor gets the alert automatically\\. Integration takes about 3\\-5 days with our team\\.\n\n*Operators*: this is actually the objection we hear most, and it's the one we spent the most time solving\\. The tablet interface was designed with input from operators at 12 plants\\. Big buttons, visual pass/fail workflows, barcode scanning β€” almost no typing\\. It works with gloves on\\. Average operator goes from zero to comfortable in about 3 shifts\\. We also come on\\-site and do hands\\-on training, 2 hours per shift right at the press\\.\n\nThe operators who push back hardest usually come around fastest once they see it's less work than filling out the paper sheets\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dave Kowalski + + alright that's good to hear about Epicor. what does this cost? we've got 2 stamping lines +- role: assistant + tool_calls: + - id: call_mfg_07 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per production line growth tier discount"}' +- role: tool + content: |+ + For your query 'pricing per production line growth tier discount' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Per-production-line pricing tiers: + - Starter: $1,200/mo per line (1 line, up to 50 users) + - Growth: $950/mo per line (2-5 lines, volume discount, unlimited users) + - Enterprise: custom (6+ lines, on-prem deployment option, dedicated CSM) + + Annual contracts receive a 20% discount. All tiers include full platform access, SPC dashboards, API access, and standard support. + + + call_id: call_mfg_07 +- role: assistant + content: "With 2 lines you'd be on the Growth tier: $950/mo per line, so $1,900/mo total\\. Unlimited users β€” your whole team gets access, operators through management\\. Annual commitment drops it 20% to $1,520/mo\\.\n\nFor context: if your scrap rate is 8% and you're running, say, a few thousand brackets a day, even a 2\\-3 point improvement in scrap pays for the platform several times over\\.\n\nWe also have a 60\\-day pilot: one line, full platform, no contract, no credit card\\. Good way to prove it out before committing both lines\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dave Kowalski + + $1,900 a month is doable, especially if we actually cut scrap like you're saying. and we need to move on this β€” our customer's audit is in about 10 weeks. I make the call on quality systems, I don't need to run it up the chain. can we start with the pilot on line 1 and get the Epicor integration going at the same time? +- role: assistant + tool_calls: + - id: call_mfg_08 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Dave", "contact_last_name": "Kowalski", "contact_notes": "Quality director at a metal stamping shop (automotive brackets), 2 stamping lines, runs Epicor ERP. Pain: 8% scrap rate with no root cause visibility (paper-based inspection, clipboards at each press, binders). Biggest customer mandated digital traceability for ISO 9001 β€” audit in ~10 weeks, contract at risk. Previously: all paper, no prior QMS. Concerned about Epicor integration (addressed β€” certified connector, 3-5 day setup) and operator adoption (addressed β€” glove-friendly tablet UI, 3-shift ramp). Pricing discussed: Growth tier $950/mo per line, $1,900/mo for 2 lines. Dave is sole decision-maker on quality systems. Wants to start 60-day pilot on line 1 with Epicor integration in parallel. BANT: Budget=0 (said doable but not formally confirmed), Authority=1 (sole decision-maker), Need=1 (customer audit in 10 weeks, contract at risk), Timeline=1 (immediate, 10-week deadline).", "contact_tags": ["lead", "manufacturing", "stamping", "automotive-t2", "epicor"], "contact_bant_score": 3}}' + - id: call_mfg_09 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Dave Kowalski β€” Stamping Shop QMS Pilot (2 lines, Epicor)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Wj5mR9xL + call_id: call_mfg_08 +- role: tool + content: |- + βœ… Created: deal_Bn7kQ3vP + call_id: call_mfg_09 +- role: assistant + tool_calls: + - id: call_mfg_10 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Wj5mR9xL", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” QMS for stamping shop, ISO 9001 deadline", "summary": "Dave Kowalski (quality director, metal stamping, automotive brackets, 2 lines, Epicor ERP) evaluated ForgeLine. Pain: 8% scrap rate, no root cause visibility, paper-based quality system. Customer mandated digital traceability for ISO 9001 audit in ~10 weeks β€” contract at risk. Discussed Growth tier pricing ($950/line, $1,900/mo for 2 lines), Epicor certified connector (3-5 day integration), operator tablet UI (designed for gloves, 3-shift adoption). Dave is sole decision-maker. Wants to start 60-day pilot on line 1 immediately with Epicor integration in parallel. BANT: Budget=0 (said doable, not confirmed), Authority=1 (sole decision-maker), Need=1 (urgent, customer contract at risk), Timeline=1 (10-week audit deadline)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_mfg_10 +- role: assistant + content: "Absolutely\\. Here's the plan:\n\n*60\\-day pilot on Line 1* β€” full platform, SPC, traceability, audit\\-ready reports\\. No contract, no credit card\\.\n\n*Epicor integration* runs in parallel β€” our team sets up the certified connector in 3\\-5 days so work orders and part numbers sync from day one\\.\n\n*Operator training* β€” we'll schedule a 2\\-hour hands\\-on session per shift right at the press\\.\n\nWith 10 weeks to your customer's audit, that gives you plenty of runway to have digital traceability running and generating ISO 9001 reports before they walk in\\.\n\nI'll have our onboarding team reach out to schedule kickoff\\. What's the best email to send the pilot details to?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Dave Kowalski + + dave.kowalski@precisionstampinginc.com β€” thanks Karen, this is exactly what I was looking for. talk soon +- role: assistant + tool_calls: + - id: call_mfg_11 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "patch", "args": {"contact_id": "cnt_Wj5mR9xL", "contact_email": "dave.kowalski@precisionstampinginc.com"}}' +- role: tool + content: |- + βœ… Updated: cnt_Wj5mR9xL + call_id: call_mfg_11 +- role: assistant + content: "You're all set, Dave\\. Expect an email from our onboarding team shortly at that address\\. Looking forward to getting Line 1 up and running\\. Talk soon\\!" +- role: assistant + tool_calls: + - id: call_mfg_12 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Dave Kowalski, quality director at Precision Stamping Inc (automotive brackets, 2 stamping lines, Epicor ERP). Pain: 8% scrap rate with zero root cause visibility, all paper-based quality checks. Customer mandated digital traceability for ISO 9001 β€” audit in 10 weeks, contract at risk. Discussed Growth tier ($950/line, $1,900/mo for 2 lines), Epicor certified connector (3-5 days), operator tablet UI (3-shift adoption), 60-day pilot on line 1. Dave is sole decision-maker, wants to start immediately. Objections addressed: Epicor integration (certified connector), operator adoption (glove-friendly UI, on-site training). Email captured. BANT 3/4. CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done qT4vN8xKjW + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_mfg_12 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__media_podcast_monetization.yaml b/flexus_simple_bots/karen/very_limited__media_podcast_monetization.yaml new file mode 100644 index 00000000..9349ea29 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__media_podcast_monetization.yaml @@ -0,0 +1,384 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, or integration details. + Penalize if the assistant fabricates pricing tiers, ad revenue numbers, or competitor comparisons not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Budget=1 confirmed budget exists, Authority=0 board co-decides, Need=1 urgent revenue leak, Timeline=1 actively evaluating). + Penalize if the assistant dismisses the contract lock-in objection without empathy or tries to pressure the close. + Penalize if the assistant ignores the content migration concern. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Turn every episode into a revenue engine", + "tagline": "Podcast hosting, analytics, and programmatic ad monetization in one platform", + "website": "https://castforge.io", + "industry": "Media & Entertainment / Podcast Technology", + "company_name": "CastForge" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Podcast networks and independent producers running 5-50 shows who need unified hosting, analytics, and programmatic ad insertion to replace manual sponsorship workflows", + "objection_playbook": { + "price": "Revenue share on ad fills means we only make money when you do. No upfront platform fee on the Growth plan β€” pure upside alignment.", + "complexity": "RSS migration takes under 2 hours per show with our automated redirect tool. Your subscribers never notice the switch.", + "trust": "60-day pilot with full analytics access. Keep your existing host running in parallel if you want a safety net.", + "contract_lockin": "We don't do annual lock-ins on Growth. Month-to-month, cancel anytime. Your RSS feed and analytics history export with you if you leave." + }, + "trial": { + "duration_days": 60, + "credit_card_required": false, + "includes": "Full hosting, analytics dashboard, programmatic ad insertion (up to 50 episodes), priority onboarding call" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-04-01T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "CastForge is a podcast hosting and monetization platform. Networks host all their shows on one dashboard, get unified analytics (downloads, listener demographics, retention curves), and activate programmatic ad insertion powered by real-time auction β€” no more chasing sponsors manually. Supports dynamic ad insertion (DAI), host-read ad marketplace, and cross-promo scheduling across shows in a network.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Unified multi-show dashboard, IAB 2.1 certified analytics, programmatic dynamic ad insertion (pre-roll, mid-roll, post-roll), host-read ad marketplace, cross-show promo scheduler, RSS migration tool with automatic 301 redirects, audience segmentation by geography and listening device, Spotify/Apple/YouTube distribution, embeddable web player, API for custom integrations, SOC 2 Type II compliant.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Podcast networks running 5-50 shows that are leaving ad revenue on the table with manual sponsorship outreach. Independent producers doing 10K+ downloads/episode who want programmatic fill rates without hiring a sales team. Media companies expanding into audio who need enterprise-grade analytics.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Starter (free): up to 3 shows, basic analytics, no programmatic ads. Growth: $0 platform fee, 20% revenue share on programmatic ad fills, unlimited shows, full analytics, DAI. Enterprise: 15% revenue share, dedicated account manager, custom ad floor pricing, SLA. Stripe billing, net-30 payouts on ad revenue.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "No lock-in on Growth plan β€” cancel anytime, RSS feed exports with full history. Enterprise annual contracts: 90-day exit clause with pro-rated refund on any prepaid minimums.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @castforge_support, email support@castforge.io, in-app chat, dedicated Slack channel for Enterprise", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing, custom ad partnership deals, RSS migration issues, content licensing questions, bulk network onboarding (20+ shows)", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific CPM rates or ad fill percentages β€” these depend on content category, audience size, and advertiser demand. Never share other networks' revenue data. Never promise features not yet released. Never disparage competing podcast hosts by name.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Marcus Chen' chat_id=58291034 + hey, do you guys work with podcast networks or just individual shows? +- role: assistant + tool_calls: + - id: call_mp_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "qT4vN8rKxW", + "title": "Telegram private user='Marcus Chen' chat_id=58291034\nhey, do you guys work with podcast networks or just individual shows?", + "details": { + "chat_id": 58291034, + "chat_type": "private", + "message_id": 5601, + "attachments": [], + "message_text": "hey, do you guys work with podcast networks or just individual shows?", + "message_author_id": 58291034, + "message_author_name": "Marcus Chen" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "qT4vN8rKxW", "title": "Telegram private user='Marcus Chen' chat_id=58291034\nhey, do you guys work with podcast networks or just individual shows?", "human": "telegram:58291034"}, + ] + + Done: + [ + ] + call_id: call_mp_01 +- role: title + content: "[telegram] [marcus] [sales] Marcus Chen β€” podcast network hosting and monetization" +- role: assistant + tool_calls: + - id: call_mp_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 58291034}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '58291034'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_mp_02 +- role: assistant + content: "Hey Marcus\\! I'm Karen, AI assistant at CastForge\\. We work with both β€” individual shows and full networks\\. A lot of our customers are networks running 5\\-50 shows on one dashboard\\. What's your setup?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + nice. so I run Signal Arc Media β€” we're a podcast network, 12 shows right now, mostly in tech and culture. we're doing about 85K downloads per episode across the network. the thing is, our ad monetization is completely manual. I've got one person basically cold-emailing sponsors all day and we're still only filling maybe 40% of our inventory +- role: assistant + content: "12 shows, 85K downloads/ep, and only 40% fill rate with manual outreach β€” so you're essentially leaving 60% of your ad inventory empty\\. That's a lot of revenue on the table\\. Is the bottleneck just not enough sponsor leads, or is it also the mechanics of inserting ads into episodes?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + both honestly. finding sponsors is one problem but even when we land a deal, we're baking ads into the audio files manually. so if a campaign ends or a sponsor wants to swap creative mid-flight, someone has to re-edit and re-upload episodes. it's a mess. and we can't do any targeting β€” same ad plays for everyone regardless of where they are or what device they're on +- role: assistant + tool_calls: + - id: call_mp_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "dynamic ad insertion programmatic podcast targeting geography device"}' +- role: tool + content: |+ + For your query 'dynamic ad insertion programmatic podcast targeting geography device' found 4 results in database of 2800 chunks across 62 indexed documents. + + + CastForge Dynamic Ad Insertion (DAI): Ads are served at playback time, not baked into the audio file. Supports pre-roll, mid-roll, and post-roll placements. Ads can be swapped, paused, or targeted without re-uploading episodes. Targeting dimensions: geography (country/state/DMA), listening device (mobile, desktop, smart speaker), time of day, content category, and audience segment. + + + + Programmatic ad insertion uses real-time auction (header bidding) to fill unsold inventory automatically. CastForge connects to major podcast ad exchanges (Triton Digital, AdsWizz, Spotify Ad Exchange). Networks typically see fill rates increase from 30-50% (manual) to 75-90% (programmatic) within the first 60 days. + + + call_id: call_mp_03 +- role: assistant + content: |- + That's exactly the pain we hear from networks your size\. Two things that directly fix what you described: + + *Dynamic Ad Insertion* β€” ads are served at playback time, not baked in\. You can swap creative, pause a campaign, or change targeting without touching the audio file\. Targeting by geography, device, time of day, content category\. + + *Programmatic fill* β€” real\-time auction connects you to major ad exchanges \(Triton Digital, AdsWizz, Spotify Ad Exchange\)\. Networks typically go from 30\-50% fill rate to 75\-90% within the first 60 days\. + + At 85K downloads/ep across 12 shows, that jump from 40% to let's say 80% fill could be significant\. Want me to look up what the revenue model looks like on your volume? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + yeah definitely. but one concern β€” we're currently on Megaphone and we've got 14 months left on a 2-year contract. so even if I love this, I might not be able to switch right away +- role: assistant + tool_calls: + - id: call_mp_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing revenue share Growth plan podcast network volume"}' +- role: tool + content: |+ + For your query 'pricing revenue share Growth plan podcast network volume' found 3 results in database of 2800 chunks across 62 indexed documents. + + + Growth plan: $0 platform fee, 20% revenue share on programmatic ad fills only. Unlimited shows, full analytics dashboard, dynamic ad insertion, IAB 2.1 certified stats. No annual lock-in β€” month-to-month, cancel anytime. + + + + Enterprise plan: 15% revenue share, dedicated account manager, custom ad floor pricing, SLA guarantees. Minimum 10 shows. Annual contract with 90-day exit clause. + + + call_id: call_mp_04 +- role: assistant + content: |- + The contract situation is real β€” let's talk through both things\. + + *Revenue model for your volume*: On the Growth plan there's no platform fee\. CastForge takes a 20% revenue share on programmatic ad fills only\. So if your fill rate goes from 40% to 80%, the net revenue in your pocket still goes up significantly even after our cut β€” because that 60% of inventory you're not filling right now earns zero\. + + *The Megaphone contract*: Totally understand, 14 months is a while\. A few options depending on what your contract actually says: + + 1\. Some hosting contracts allow running a secondary platform alongside β€” you could pilot CastForge on 2\-3 shows without moving your full RSS + 2\. If there's an early termination clause, the revenue uplift might pay for it quickly + 3\. You could start the 60\-day pilot now to validate the numbers, then plan the full migration for when your contract ends + + What does the Megaphone contract look like β€” is there a termination fee, or is it a strict lock\-in? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + honestly I'd have to check the exact terms, I think there's a buyout clause but it's steep. the pilot idea is interesting though β€” testing on a couple shows without moving everything. would that actually work technically? like, can I have some shows on Megaphone and some on CastForge? +- role: assistant + tool_calls: + - id: call_mp_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "RSS migration redirect partial network pilot multiple hosts"}' +- role: tool + content: |+ + For your query 'RSS migration redirect partial network pilot multiple hosts' found 3 results in database of 2800 chunks across 62 indexed documents. + + + RSS Migration: CastForge's migration tool creates automatic 301 redirects from your old RSS feed to the new one. Subscribers and podcast directories (Apple, Spotify, Google) follow the redirect seamlessly β€” listeners never notice. Migration takes under 2 hours per show. For networks, shows can be migrated individually β€” no need to move all at once. + + + + Partial network onboarding: Networks can host a subset of their shows on CastForge while keeping others on their existing host. Each show has its own RSS feed, so there's no technical dependency between shows. This is common during evaluation periods or phased migrations. + + + call_id: call_mp_05 +- role: assistant + content: |- + Yes, it works cleanly\. Each show has its own RSS feed, so there's no dependency between them\. You can put 2\-3 shows on CastForge while the rest stay on Megaphone β€” totally independent\. + + When you're ready to move a show, our migration tool handles the 301 redirect automatically\. Apple, Spotify, all the directories follow it\. Takes under 2 hours per show, and your listeners never notice\. + + So the play would be: pick your 2\-3 highest\-volume shows, run them on CastForge for 60 days, see what programmatic fill does to your revenue\. If the numbers work, you've got real data to decide whether to buy out Megaphone early or wait out the contract\. + + Want to set that up? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + yeah I think that makes sense. but I should say β€” I can't just decide this on my own. we took investment last year and our board has a say on vendor decisions over a certain threshold. so I'd need to present this to them with numbers +- role: assistant + content: "Totally get it β€” board involvement makes sense at your stage\\. The good news is a pilot gives you exactly the data you'd need for that conversation: real fill rates, real CPMs, real revenue delta versus what those same shows earned on Megaphone\\.\n\nOur analytics are IAB 2\\.1 certified, so the numbers hold up to scrutiny\\.\n\nWant me to get you set up with the 60\\-day pilot? That way you walk into the board meeting with actual performance data instead of projections\\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + ok let's do it. can you also send me something I can use to brief the board? like a one-pager on what CastForge does and what the pilot would look like +- role: assistant + tool_calls: + - id: call_mp_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Marcus", "contact_last_name": "Chen", "contact_notes": "Runs Signal Arc Media, podcast network with 12 shows (tech & culture), 85K downloads/ep across network. Currently on Megaphone with 14 months left on 2-year contract. Pain: manual ad monetization β€” one person cold-emailing sponsors, only 40% fill rate, baked-in ads require manual re-editing. Took investment, board co-decides on vendor spend. Interested in pilot with 2-3 shows to get real data for board presentation. BANT: Budget=1 (has budget from investment, confirmed interest in Growth plan economics), Authority=0 (board co-decides), Need=1 (60% unfilled inventory is urgent revenue leak), Timeline=1 (starting pilot now, board decision within quarter).", "contact_tags": ["lead", "podcast-network", "media", "pilot"], "contact_bant_score": 3}}' + - id: call_mp_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Signal Arc Media β€” Podcast Network Monetization Pilot", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Mc5tQ9wK + call_id: call_mp_06 +- role: tool + content: |- + βœ… Created: deal_Bw8nR2xJ + call_id: call_mp_07 +- role: assistant + tool_calls: + - id: call_mp_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Mc5tQ9wK", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” podcast network ad monetization pilot", "summary": "Marcus Chen (Signal Arc Media, 12-show podcast network, 85K downloads/ep) evaluated CastForge for programmatic ad monetization. Current pain: manual sponsorship outreach at 40% fill rate, baked-in ads requiring manual edits. On Megaphone with 14 months remaining on contract. Discussed DAI, programmatic fill (75-90% typical), Growth plan ($0 platform fee, 20% revenue share). Addressed contract lock-in with partial network pilot approach (2-3 shows). Board co-decides on vendor spend β€” needs data from pilot for board presentation. Starting 60-day pilot. BANT: Budget=1 (investment-backed, Growth plan economics work), Authority=0 (board co-decides), Need=1 (60% unfilled inventory), Timeline=1 (starting pilot now)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_mp_08 +- role: assistant + content: |- + Done\! Here's what I'm setting up and what you can share with the board: + + *CastForge Pilot β€” Signal Arc Media* + + *What it solves*: Programmatic dynamic ad insertion replaces manual sponsor outreach and baked\-in ads\. Ads served at playback, targeted by geography, device, and content category\. Connected to major exchanges \(Triton Digital, AdsWizz, Spotify\)\. + + *Pilot scope*: 2\-3 shows, 60 days, full analytics, no platform fee, no contract\. You keep the rest on Megaphone β€” zero disruption\. + + *Economics*: Growth plan = $0 platform fee, 20% revenue share on programmatic fills only\. Your existing direct\-sold sponsors keep running at 0% fee\. Networks your size typically go from 30\-50% fill to 75\-90%\. + + *What the board gets*: IAB 2\.1 certified analytics comparing pilot shows vs Megaphone\-hosted shows over the same period\. Real revenue data, not projections\. + + *Next step*: [Start your pilot](https://castforge.io/pilot) + + I'll check in after you've migrated the first show β€” if you need help picking which ones to start with, just message here\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marcus Chen + + this is great, thanks Karen. I'll get back to you after the board sync +- role: assistant + tool_calls: + - id: call_mp_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Marcus Chen, Signal Arc Media (12-show podcast network, 85K downloads/ep). Pain: manual ad monetization at 40% fill rate, baked-in ads. Currently locked into Megaphone (14 months remaining). Addressed with partial network pilot (2-3 shows on CastForge alongside Megaphone). Discussed DAI, programmatic fill (75-90%), Growth plan ($0 fee, 20% rev share). Board co-decides β€” pilot provides real data for board presentation. Starting 60-day pilot. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done qT4vN8rKxW + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_mp_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__nonprofit_donor_mgmt.yaml b/flexus_simple_bots/karen/very_limited__nonprofit_donor_mgmt.yaml new file mode 100644 index 00000000..8199039c --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__nonprofit_donor_mgmt.yaml @@ -0,0 +1,418 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, + or data migration capabilities β€” penalize if any of these are stated without a prior search. + When the prospect raises the "we're a nonprofit, we can't afford enterprise software" objection, + the assistant should address it with concrete ROI (time saved, improved renewal rates, grant compliance) + rather than dismissing the concern or offering discounts not grounded in vector search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. + BANT should reflect: Budget=0 (nonprofit budget, needs board approval, no confirmed allocation), + Authority=0 (board must approve any new software expenditure over $200/month), + Need=1 (urgent β€” 40% donor renewal rate, data scattered across 3 spreadsheets, lost $180K in lapsed gifts), + Timeline=1 (fiscal year ends September, needs solution before fall campaign). + Penalize inflated BANT scores. Penalize fabricated nonprofit discount claims or compliance guarantees not grounded in search. + Don't penalize for greeting variations, minor wording differences, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Help nonprofits build lasting donor relationships and raise more money with less effort", + "tagline": "Fundraising software that actually understands nonprofits", + "website": "https://givepulse.io", + "industry": "Nonprofit Technology / Donor Management SaaS", + "company_name": "GivePulse" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-size nonprofits (budget $1M-$20M) struggling with fragmented donor data, low renewal rates, manual grant reporting, and spreadsheet-based fundraising workflows", + "objection_playbook": { + "price": "Most orgs recoup the cost in the first quarter through recovered lapsed donors alone. One renewed major donor covers a year of GivePulse fees.", + "complexity": "Data migration from spreadsheets or legacy CRMs takes 1-2 weeks with our team. We handle the heavy lifting β€” your staff stays focused on donors.", + "trust": "60-day pilot with your real donor data. No credit card. We work with 400+ nonprofits β€” happy to connect you with a reference in your sector.", + "competitor": "We don't knock other tools. GivePulse is purpose-built for nonprofits β€” donor lifecycle, grant tracking, and compliance in one place. Not a generic CRM with a nonprofit skin." + }, + "trial": { + "duration_days": 60, + "credit_card_required": false, + "includes": "Full platform, up to 10,000 donor records, data migration assistance, onboarding call" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-20T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "GivePulse is a donor management and fundraising platform built for nonprofits. It consolidates donor records, tracks giving history, automates acknowledgment letters and renewal campaigns, manages grant deadlines and reporting, and provides fundraising analytics. Integrates with payment processors (Stripe, PayPal), email platforms (Mailchimp, Constant Contact), and accounting tools (QuickBooks, Xero).", + "q": "What is the product?" + }, + "question02-features": { + "a": "Unified donor database with giving history and engagement scoring, automated acknowledgment letters (tax receipts), renewal and lapsed donor campaigns, major gift prospect identification (wealth screening), grant management with deadline tracking and report generation, volunteer hour tracking, event registration and ticketing, peer-to-peer fundraising pages, recurring gift management, multi-channel communication (email, SMS, direct mail merge), fundraising dashboards and analytics, QuickBooks/Xero sync for fund accounting.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Mid-size nonprofits ($1M-$20M annual budget) with 1,000-50,000 donors, struggling with data scattered across spreadsheets, low donor retention, manual grant reporting, or outgrowing basic tools like Bloomerang or Little Green Light. Verticals: human services, education, arts/culture, environmental, health, faith-based.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Tiered by donor record count. Starter: $99/month (up to 2,500 records). Growth: $199/month (up to 10,000 records). Impact: $349/month (up to 50,000 records). Enterprise: custom. Annual billing gets 20% discount. All plans include unlimited users, email campaigns, and standard integrations. Grant management module included in Growth and above. Nonprofit-friendly: no per-seat fees, no transaction fees on donations processed through GivePulse.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "60-day free pilot. Monthly contracts cancel anytime with 30-day notice. Annual contracts: pro-rated refund within first 90 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @givepulse_support, email support@givepulse.io, phone (Growth/Impact plans): +1-888-555-0347", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Data migration issues, grant compliance questions requiring legal review, enterprise pricing, security/privacy concerns, integration failures", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific donor retention improvement percentages unless quoting published case studies. Never provide legal, tax, or financial advice. Never share other organizations' donor data or metrics. Never promise integrations not on the supported list without engineering review. Never claim IRS compliance certification β€” GivePulse generates compliant acknowledgment letters but is not a tax advisor.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Marissa Okonkwo' chat_id=67412085 + hi, someone at a nonprofit conference told me about givepulse. we're drowning in spreadsheets over here and I need help +- role: assistant + tool_calls: + - id: call_np_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "mQ4tN7wRpK", + "title": "Telegram private user='Marissa Okonkwo' chat_id=67412085\nhi, someone at a nonprofit conference told me about givepulse. we're drowning in spreadsheets over here and I need help", + "details": { + "chat_id": 67412085, + "chat_type": "private", + "message_id": 3401, + "attachments": [], + "message_text": "hi, someone at a nonprofit conference told me about givepulse. we're drowning in spreadsheets over here and I need help", + "message_author_id": 67412085, + "message_author_name": "Marissa Okonkwo" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "mQ4tN7wRpK", "title": "Telegram private user='Marissa Okonkwo' chat_id=67412085\nhi, someone at a nonprofit conference told me about givepulse. we're drowning in spreadsheets over here and I need help", "human": "telegram:67412085"}, + ] + + Done: + [ + ] + call_id: call_np_01 +- role: title + content: "[telegram] [marissa] [sales] Marissa Okonkwo β€” nonprofit donor data consolidation" +- role: assistant + tool_calls: + - id: call_np_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 67412085}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '67412085'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_np_02 +- role: assistant + content: "Hey Marissa\\! I'm Karen, AI assistant at GivePulse\\. Spreadsheet overload is something we hear a lot from nonprofits\\. Tell me more β€” what kind of organization are you with, and what's living in those spreadsheets right now?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + I'm the development director at Bridges Forward, we're a human services nonprofit in the midwest. annual budget around $4 million. we have about 5,000 donors tracked across 3 different google sheets that different staff members maintain. our donor renewal rate dropped to 40% this year and I'm pretty sure it's because we're losing track of people and not following up properly +- role: assistant + content: "Ouch β€” 40% renewal rate with 5,000 donors across 3 separate sheets\\. That means you're losing more donors each year than you're keeping\\. How much giving are you estimating you lost from those lapsed donors?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + we did a rough analysis last month and it's about $180K in lapsed gifts from donors who gave the previous year but didn't renew. some of them are people who gave $500-$2,000 and we just... forgot to send a renewal appeal or even a thank you letter on time. it's embarrassing honestly. we have 2 people on the dev team plus me and we're stretched incredibly thin +- role: assistant + content: "So you're leaving $180K on the table, largely because the data is fragmented and nobody can see the full picture of who needs follow\\-up\\. And with a 3\\-person team managing 5,000 donors manually, there's just no bandwidth for the personal touches that bring people back\\. Does that sound right?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + that's exactly it. we tried using Bloomerang for a while but the team found it clunky and half of them kept going back to spreadsheets. we also looked at Salesforce Nonprofit but it seemed like we'd need a consultant just to set it up and we definitely can't afford that +- role: assistant + tool_calls: + - id: call_np_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "donor management migration spreadsheets data consolidation nonprofit renewal campaigns automated"}' +- role: tool + content: |+ + For your query 'donor management migration spreadsheets data consolidation nonprofit renewal campaigns automated' found 4 results in database of 1800 chunks across 42 indexed documents. + + + GivePulse data migration: our team handles the heavy lifting. Spreadsheet imports via CSV with automatic field mapping and duplicate detection. Typical migration from Google Sheets or Excel takes 1-2 weeks including data cleanup. Staff stays focused on donors, not data entry. Legacy CRM imports (Bloomerang, Little Green Light, eTapestry) supported with pre-built migration templates. + + + + Automated renewal campaigns: GivePulse identifies donors approaching their renewal window (based on last gift date) and triggers personalized email sequences. Lapsed donor re-engagement campaigns run automatically at 30, 60, and 90 days past renewal date. Nonprofits using automated renewals see an average 15-25 percentage point improvement in donor retention within the first year. + + + + Engagement scoring: every donor gets a dynamic score based on giving recency, frequency, amount, email opens, event attendance, and volunteer hours. Development teams use the score to prioritize outreach β€” focus on high-value donors at risk of lapsing rather than spreading thin across the entire database. + + + call_id: call_np_03 +- role: assistant + content: |- + So Bloomerang didn't stick because it was clunky, and Salesforce Nonprofit is a full\-time project just to get running\. That's really common β€” both are frequent reasons orgs come to us\. + + GivePulse is built specifically for nonprofit dev teams like yours\. A few things that would directly hit your pain points: + + *Data consolidation*: our team migrates your 3 Google Sheets into one unified donor database β€” CSV import with automatic field mapping and duplicate detection\. Takes about 1\-2 weeks and we handle the heavy lifting\. We also have a pre\-built Bloomerang migration template if you want to pull in anything from there\. + + *Automated renewals*: the system identifies donors approaching their renewal window and sends personalized email sequences automatically\. Lapsed donors get re\-engagement campaigns at 30, 60, and 90 days\. Nonprofits using this typically see a 15\-25 point improvement in retention within the first year\. + + *Engagement scoring*: every donor gets a score based on giving recency, frequency, amount, email opens, event attendance\. So your team of 3 knows exactly who to call first instead of guessing\. + + Imagine going from "we forgot to thank a $2,000 donor" to "the system flagged them for a personal call before their renewal date\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + ok this sounds great in theory but here's the thing β€” we're a nonprofit. we're not a tech company with a big software budget. every dollar we spend on overhead is a dollar not going to programs, and our board scrutinizes every line item. what does this actually cost? +- role: assistant + tool_calls: + - id: call_np_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing nonprofit plans donor records cost monthly annual discount"}' +- role: tool + content: |+ + For your query 'pricing nonprofit plans donor records cost monthly annual discount' found 3 results in database of 1800 chunks across 42 indexed documents. + + + Tiered pricing by donor record count: + - Starter: $99/month (up to 2,500 records) + - Growth: $199/month (up to 10,000 records) + - Impact: $349/month (up to 50,000 records) + - Enterprise: custom + + Annual billing: 20% discount. All plans include unlimited users β€” no per-seat fees. No transaction fees on donations processed through GivePulse. Grant management module included in Growth and above. + + + + ROI for mid-size nonprofits: the average organization recovers GivePulse costs in the first quarter through improved donor retention alone. Recovering one lapsed major donor ($1,000+ gift) covers 5-10 months of platform fees. Development teams report saving 10-15 hours/week on manual data entry, acknowledgment letters, and reporting. + + + call_id: call_np_04 +- role: assistant + content: |- + Completely understand β€” every dollar matters when it's donor money, and boards should scrutinize overhead\. + + With 5,000 donors you'd be on the Growth plan: *$199/month*\. Annual billing brings that to about *$159/month*\. No per\-seat fees β€” your whole team gets access\. No transaction fees on donations processed through the platform\. + + Now let's put that against the $180K in lapsed gifts\. If GivePulse helps you recover even 10% of that β€” $18,000 β€” your annual cost of \~$1,900 pays for itself nearly 10x over\. And that's before counting the 10\-15 hours/week your team saves on manual data entry and acknowledgment letters\. + + The ROI story is actually one of the easier ones to present to a board: "we spend $159/month to stop losing $180K/year\." +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + $199/month is way less than I expected honestly. salesforce was quoting us like $3,000 for setup alone. but I still need to bring this to our board β€” any software purchase over $200/month needs board approval and they meet monthly. can I get something to show them? +- role: assistant + content: |- + Of course β€” and the fact that your board has that threshold shows good governance\. + + A few things I can help with: + + *For the board*: [givepulse\.io/nonprofit\-roi](https://givepulse.io/nonprofit-roi) has an ROI calculator you can customize with your numbers \(5,000 donors, 40% retention, $180K lapsed\)\. Makes the case in one page\. + + *Proof it works*: we work with 400\+ nonprofits β€” happy to connect you with a reference org in human services so your board can hear from a peer, not just a vendor\. + + *Try before the vote*: our pilot is 60 days, full platform, no credit card\. You could start migrating data now, show the board a working system with your actual donors in it, and let them see results rather than just a pitch deck\. Much stronger than a proposal on paper\. + + Want to kick off the pilot while you prep for the board meeting? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + wait 60 days? that's actually perfect because our next board meeting is in 5 weeks. so I could actually show them real results. one more thing though β€” we also manage about 8 grants and spend like 2 months every year manually pulling data for grant reports. does givepulse help with that at all? +- role: assistant + tool_calls: + - id: call_np_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "grant management tracking deadlines reporting compliance nonprofit"}' +- role: tool + content: |+ + For your query 'grant management tracking deadlines reporting compliance nonprofit' found 3 results in database of 1800 chunks across 42 indexed documents. + + + Grant management module (included in Growth and Impact plans): track grant deadlines, deliverables, and reporting requirements in one place. Automated reminders 30/14/7 days before deadlines. Pull grant-specific reports in minutes β€” filter donations, expenses, and outcomes by fund/grant code. Supports restricted vs unrestricted fund tracking. + + + + Grant report generation: GivePulse auto-generates funder reports from tagged transactions and program data. Staff tag donations and expenses to grant codes as they come in, and the system compiles interim and final reports with financials, donor counts, and outcome metrics. What used to take weeks takes minutes. + + + call_id: call_np_05 +- role: assistant + content: |- + Yes β€” the grant management module is included in your Growth plan at no extra cost\. + + Here's what it does: you tag donations and expenses to grant codes as they come in, and GivePulse tracks deadlines, deliverables, and reporting requirements in one place\. Automated reminders at 30, 14, and 7 days before deadlines so nothing slips\. + + The big one for you: grant report generation\. The system compiles interim and final reports from your tagged data β€” financials, donor counts, outcome metrics\. What you're spending 2 months on manually would take minutes\. + + Restricted vs unrestricted fund tracking is built in too, so your finance team stops worrying about commingling\. + + With 8 grants, getting that 2 months back is a huge deal for a 3\-person dev team\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + ok I'm sold, I want to start the pilot. let's do it. can you also send me the ROI calculator link again so I can build the board presentation? and if you have a case study from a similar human services org that would be amazing +- role: assistant + tool_calls: + - id: call_np_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Marissa", "contact_last_name": "Okonkwo", "contact_notes": "Development director at Bridges Forward, human services nonprofit in the midwest. $4M annual budget, 5,000 donors across 3 Google Sheets, 3-person dev team. Pain: donor renewal rate dropped to 40%, $180K in lapsed gifts, forgotten thank-you letters and renewal appeals. Spent 2 months/year on manual grant reporting for 8 grants. Previously tried Bloomerang (too clunky, staff reverted to spreadsheets) and evaluated Salesforce Nonprofit (too expensive and complex). Interested in: data consolidation, automated renewal campaigns, engagement scoring, grant management. Pricing: Growth plan $199/month. Needs board approval for any software >$200/month β€” next board meeting in 5 weeks. Starting 60-day pilot now to show board real results. Wants ROI calculator and human services case study for board presentation.", "contact_tags": ["lead", "nonprofit", "human-services", "pilot"], "contact_bant_score": 2}}' + - id: call_np_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Marissa Okonkwo / Bridges Forward β€” Donor Management Platform Pilot", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Mk8nR3wQ + call_id: call_np_06 +- role: tool + content: |- + βœ… Created: deal_Tp5mW9xN + call_id: call_np_07 +- role: assistant + tool_calls: + - id: call_np_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Mk8nR3wQ", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” nonprofit donor management and grant reporting", "summary": "Marissa Okonkwo (development director, Bridges Forward, $4M human services nonprofit) evaluated GivePulse. Pain: 40% donor renewal rate, $180K in lapsed gifts due to fragmented data across 3 Google Sheets, 3-person team stretched thin, 2 months/year on manual grant reporting for 8 grants. Previously tried Bloomerang (staff rejected it) and evaluated Salesforce Nonprofit (too costly/complex). Discussed data migration, automated renewal campaigns (15-25pt retention improvement), engagement scoring, grant management with auto-reporting. Pricing: Growth plan $199/month ($159/month annual). Budget objection addressed with ROI math ($199/month vs $180K/year in lapsed gifts). Board approval required for software >$200/month β€” next meeting in 5 weeks. Starting 60-day pilot to demonstrate results to board. Requested ROI calculator and human services case study. BANT: Budget=0 (nonprofit budget, board approval needed, no confirmed allocation), Authority=0 (board must approve), Need=1 (urgent, 40% renewal rate, $180K lost), Timeline=1 (fiscal year ends September, wants solution before fall campaign)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_np_08 +- role: assistant + content: |- + Let's get you started\. Here's everything: + + *Pilot*: [Sign up here](https://givepulse.io/pilot) β€” 60 days, full platform, data migration help\. No credit card\. + + *ROI calculator*: [givepulse\.io/nonprofit\-roi](https://givepulse.io/nonprofit-roi) β€” plug in your numbers for the board deck\. + + *Case study*: I'm flagging our team to send you a human services reference org\. You'll have it in your inbox within a day\. + + *Onboarding*: our migration team will reach out to help consolidate your 3 Google Sheets β€” usually 1\-2 weeks and you're running on one clean database\. + + By the time your board meets in 5 weeks, you'll have real data to show them β€” not just a sales pitch\. Message me here anytime if you hit a snag\. Good luck with the board presentation, Marissa\\! +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Marissa Okonkwo + + thank you so much Karen, this is really helpful. I'm going to get started today! +- role: assistant + tool_calls: + - id: call_np_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Marissa Okonkwo, development director at Bridges Forward ($4M human services nonprofit, midwest). Pain: 40% donor renewal rate, $180K in lapsed gifts, 5,000 donors across 3 Google Sheets, 3-person dev team, 2 months/year on manual grant reporting for 8 grants. Previously tried Bloomerang (staff rejected) and evaluated Salesforce (too costly). Addressed budget objection with ROI math ($199/month vs $180K/year lapsed). Board approval needed (>$200/month threshold) β€” meeting in 5 weeks. Starting 60-day pilot to demo results before board vote. Sent ROI calculator, requested human services case study. BANT 2/4. CRM contact + deal + activity logged.", "humanhours": 0.25, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done mQ4tN7wRpK + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_np_09 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__retail_ecommerce_returns.yaml b/flexus_simple_bots/karen/very_limited__retail_ecommerce_returns.yaml new file mode 100644 index 00000000..b8c09c91 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__retail_ecommerce_returns.yaml @@ -0,0 +1,393 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's problem, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use flexus_vector_search() before quoting pricing, feature specifics, integration details, or ROI claims. + Penalize if the assistant fabricates pricing tiers, feature capabilities, competitor comparisons, or return-rate reduction percentages not grounded in search results. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT accurately before resolving. BANT should be 3 (Need=1 urgent return-rate problem, Authority=1 sole decision-maker, Timeline=1 wants to fix before Q4 peak, Budget=0 not explicitly confirmed). + Penalize if the assistant pressures on price, dismisses the competitor mention (Loop Returns) without searching first, + or claims specific return-rate reduction numbers without vector search grounding. + Don't penalize for minor wording differences, greeting variations, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Turn returns into retention", + "tagline": "Reverse logistics that actually reduces return rates", + "website": "https://returnflow.io", + "industry": "Retail Tech / E-Commerce SaaS", + "company_name": "ReturnFlow" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "DTC e-commerce brands doing $200K-$5M/month on Shopify or BigCommerce, with return rates above 15%, looking to reduce returns and automate reverse logistics without hiring ops staff", + "objection_playbook": { + "price": "Average customer sees 35-50% return rate reduction within 90 days. At $500K/month revenue with a 25% return rate, even a 10% reduction saves $12,500/month in refunds alone β€” platform pays for itself in week one.", + "complexity": "Shopify integration is a one-click app install. Klaviyo, Gorgias, and ShipStation connectors are pre-built. Full setup in under 2 hours, no developer needed.", + "trust": "14-day free trial, full access, no credit card. We also offer a 90-day money-back guarantee on annual plans.", + "competitor": "We don't disparage competitors. Focus on what ReturnFlow does differently: pre-purchase return prediction, smart exchange recommendations, and automated restocking. Let the customer compare side by side." + }, + "trial": { + "duration_days": 14, + "credit_card_required": false, + "includes": "Full platform, all integrations, analytics dashboard, onboarding call" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-04-01T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "ReturnFlow is a returns management and reverse logistics platform for DTC e-commerce brands. It predicts which orders are likely to be returned before they ship, recommends exchanges over refunds, automates return label generation and restocking, and provides analytics on return reasons to help brands fix root causes.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Pre-purchase return prediction (ML model trained on your order data), smart exchange engine (suggests alternatives based on return reason), branded return portal (customizable, no-code), automated return labels (USPS, UPS, FedEx), restocking automation, return reason analytics dashboard, size recommendation widget, Shopify/BigCommerce native apps, Klaviyo/Gorgias/ShipStation integrations.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "DTC brands on Shopify or BigCommerce doing $200K-$5M/month with return rates above 15%. Especially apparel, footwear, and accessories brands where sizing and fit are the top return reasons.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Starter: $149/month (up to 500 orders/month). Growth: $349/month (up to 3,000 orders/month). Scale: $749/month (up to 10,000 orders/month). Enterprise: custom. Annual plans get 20% discount. All tiers include full feature access. Stripe billing.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "14-day free trial on all plans. Monthly plans cancel anytime. Annual plans: 90-day money-back guarantee, pro-rated refund after 90 days.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @returnflow_support, email help@returnflow.io, in-app chat, Slack Connect for Growth+ plans", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Enterprise pricing, custom integrations, data migration from competitor platforms, GDPR/compliance questions", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific return-rate reduction percentages unless quoting published case studies. Never share other customers' data. Never promise custom integrations without engineering review. Never disparage competitors by name.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Jake Morrison' chat_id=55219038 + hey, we're a DTC apparel brand doing about $500K/month on Shopify and our return rate is absolutely killing us β€” 25%. someone in a Shopify Slack group mentioned you guys +- role: assistant + tool_calls: + - id: call_ret_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "rT4kW8mNpL", + "title": "Telegram private user='Jake Morrison' chat_id=55219038\nhey, we're a DTC apparel brand doing about $500K/month on Shopify and our return rate is absolutely killing us β€” 25%. someone in a Shopify Slack group mentioned you guys", + "details": { + "chat_id": 55219038, + "chat_type": "private", + "message_id": 1847, + "attachments": [], + "message_text": "hey, we're a DTC apparel brand doing about $500K/month on Shopify and our return rate is absolutely killing us β€” 25%. someone in a Shopify Slack group mentioned you guys", + "message_author_id": 55219038, + "message_author_name": "Jake Morrison" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "rT4kW8mNpL", "title": "Telegram private user='Jake Morrison' chat_id=55219038\nhey, we're a DTC apparel brand doing about $500K/month on Shopify and our return rate is absolutely killing us β€” 25%. someone in a Shopify Slack group mentioned you guys", "human": "telegram:55219038"}, + ] + + Done: + [ + ] + call_id: call_ret_01 +- role: title + content: "[telegram] [jake] [sales] Jake Morrison β€” DTC apparel brand, 25% return rate" +- role: assistant + tool_calls: + - id: call_ret_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 55219038}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '55219038'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_ret_02 +- role: assistant + content: "Hey Jake\\! I'm Karen, AI assistant at ReturnFlow\\. 25% return rate on apparel β€” that's rough, especially at $500K/month\\. What's driving most of the returns? Sizing, quality, or something else?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jake Morrison + + mostly sizing honestly. we sell women's activewear and the fit complaints are nonstop. we added a size chart but nobody reads it. right now we're just eating the cost β€” free return shipping, full refunds, then the returned inventory just sits in our 3PL warehouse +- role: assistant + content: "So sizing is the root cause, the size chart isn't working, and you're absorbing the full cost on both shipping and dead inventory\\. That's a margin killer on multiple fronts\\. Have you tried anything else β€” like a fit quiz or a different returns tool?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jake Morrison + + we tried one of those generic fit quiz apps from the Shopify app store like a year ago, didn't move the needle at all. felt like it was just guessing. we also looked at Loop Returns but honestly their pricing confused me and I wasn't sure it'd actually reduce returns vs just making the return process prettier +- role: assistant + tool_calls: + - id: call_ret_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "return rate reduction DTC apparel sizing fit prediction results"}' +- role: tool + content: |+ + For your query 'return rate reduction DTC apparel sizing fit prediction results' found 3 results in database of 1800 chunks across 38 indexed documents. + + + ReturnFlow's pre-purchase return prediction model analyzes order history, product attributes, and customer behavior to flag high-risk orders before they ship. For apparel brands, the model identifies sizing mismatches by comparing the customer's purchase history with product-specific fit data. Brands can then surface targeted size recommendations at checkout. Average return rate reduction for apparel customers: 35-50% within 90 days of full deployment. + + + + Case Study β€” Stride Athletics (DTC activewear, Shopify Plus, $800K/month): Before ReturnFlow, Stride had a 28% return rate with sizing as the #1 reason (62% of returns). After deploying the size recommendation widget and pre-purchase prediction model, their return rate dropped to 14% within 90 days. Estimated annual savings: $340,000 in refunds and reverse shipping costs. + + + call_id: call_ret_03 +- role: assistant + tool_calls: + - id: call_ret_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Loop Returns competitor comparison ReturnFlow difference"}' +- role: tool + content: |+ + For your query 'Loop Returns competitor comparison ReturnFlow difference' found 2 results in database of 1800 chunks across 38 indexed documents. + + + ReturnFlow differentiates from returns-management-only platforms by focusing on return prevention, not just return processing. While most competitors optimize the post-purchase return experience (branded portals, exchanges, store credit), ReturnFlow adds a pre-purchase layer: return prediction scoring, size recommendation widgets, and product-specific fit analytics that reduce returns before they happen. + + + + Smart Exchange Engine: when a customer initiates a return, ReturnFlow analyzes the return reason and recommends a specific alternative product or size. For sizing returns, the engine cross-references the customer's measurements (if provided) or purchase history with the brand's fit data. Exchange conversion rate averages 40% vs industry average of 15-20% for basic exchange prompts. + + + call_id: call_ret_04 +- role: assistant + content: |- + Good context β€” so the generic fit quiz didn't work, and you're unsure if Loop would actually fix the problem vs just make returns smoother\. That's a fair concern\. + + The difference with ReturnFlow is we focus on *preventing* returns before they happen, not just processing them\. Two things that matter for your situation: + + *Size recommendation widget* β€” it's trained on your actual order and return data, not generic sizing tables\. For apparel brands it identifies sizing mismatches at checkout before the order ships\. + + *Smart exchange engine* β€” when someone does return, it recommends a specific alternative size or product based on the return reason\. Our exchange conversion rate averages 40%, versus 15\-20% for basic exchange prompts\. + + A similar brand to yours β€” DTC activewear, Shopify, \~$800K/month, 28% return rate β€” dropped to 14% within 90 days\. That's the kind of result the prediction model delivers when sizing is the main driver\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jake Morrison + + ok the prediction thing is interesting. but real talk β€” how hard is this to set up? we're a small team, no devs on staff. everything runs through Shopify, Klaviyo for email, ShipStation for fulfillment. I don't have time for some 3-week integration project +- role: assistant + tool_calls: + - id: call_ret_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "Shopify integration setup time Klaviyo ShipStation onboarding no developer"}' +- role: tool + content: |+ + For your query 'Shopify integration setup time Klaviyo ShipStation onboarding no developer' found 3 results in database of 1800 chunks across 38 indexed documents. + + + Shopify Integration: ReturnFlow is available as a native Shopify app. Installation is one-click from the Shopify App Store. The app automatically imports your product catalog, order history (last 12 months), and return data. No developer required. The size recommendation widget is added to your product pages via Shopify's theme app extensions β€” drag and drop in the theme editor. + + + + Pre-built integrations: Klaviyo (return-triggered email flows, winback campaigns), Gorgias (return tickets auto-tagged), ShipStation (automated return label generation, restocking triggers). All connectors use OAuth β€” connect in under 5 minutes each. Total onboarding time for a typical Shopify brand: under 2 hours. + + + call_id: call_ret_05 +- role: assistant + content: |- + No dev work needed at all\. Here's the setup: + + *Shopify* β€” one\-click install from the App Store\. It auto\-imports your product catalog, last 12 months of orders, and return data\. The size widget goes on your product pages via Shopify's theme editor β€” drag and drop\. + + *Klaviyo* β€” OAuth connect, under 5 minutes\. Enables return\-triggered email flows and winback campaigns\. + + *ShipStation* β€” same, OAuth connect\. Automated return labels and restocking triggers\. + + Total onboarding for a typical Shopify brand: under 2 hours\. Your entire stack is pre\-built connectors, no custom integration needed\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jake Morrison + + ok honestly that's way simpler than I expected. what's the pricing look like? we do around 4,000 orders a month +- role: assistant + tool_calls: + - id: call_ret_06 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing plans orders per month tiers annual discount"}' +- role: tool + content: |+ + For your query 'pricing plans orders per month tiers annual discount' found 2 results in database of 1800 chunks across 38 indexed documents. + + + Pricing tiers: + - Starter: $149/month (up to 500 orders/month) + - Growth: $349/month (up to 3,000 orders/month) + - Scale: $749/month (up to 10,000 orders/month) + - Enterprise: custom pricing + + Annual plans receive a 20% discount. All tiers include full feature access β€” prediction model, exchange engine, analytics, all integrations. No feature gating between tiers. + + + + 14-day free trial on all plans: full platform access, all integrations, analytics dashboard, and an onboarding call. No credit card required. Annual plans include a 90-day money-back guarantee. + + + call_id: call_ret_06 +- role: assistant + content: |- + At 4,000 orders/month you'd be on the *Scale* tier: *$749/month*\. Annual plan drops that to \~$599/month \(20% off\)\. + + All tiers get the full platform β€” prediction model, exchange engine, analytics, every integration\. No feature gating\. + + For context: at $500K/month revenue with a 25% return rate, you're losing roughly $125K/month to returns\. Even a modest 10% reduction saves you \~$12,500/month β€” the platform pays for itself many times over\. + + There's a 14\-day free trial, full access, no credit card\. Want to start there and see the data on your own returns? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jake Morrison + + yeah I think so. I want to get this sorted before Q4 β€” last Black Friday was a returns disaster. let me set up the trial this week. can you send me the link? +- role: assistant + tool_calls: + - id: call_ret_07 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Jake", "contact_last_name": "Morrison", "contact_notes": "DTC women''s activewear brand, $500K/month on Shopify, 25% return rate (sizing is #1 driver). Small team, no devs. Stack: Shopify + Klaviyo + ShipStation. Tried generic fit quiz app (no improvement). Looked at Loop Returns (unsure it would reduce returns vs just process them). Interested in return prediction model and smart exchange engine. Needs to fix before Q4 (last BFCM was a returns disaster). Sole decision-maker. Starting 14-day trial this week. Scale tier at $749/month discussed. BANT: Budget=0 (not explicitly confirmed), Authority=1 (sole decision-maker), Need=1 (urgent, 25% return rate destroying margins), Timeline=1 (wants fix before Q4, starting trial this week).", "contact_tags": ["lead", "dtc-apparel", "shopify", "high-return-rate"], "contact_bant_score": 3}}' + - id: call_ret_08 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Jake Morrison DTC Apparel β€” Return Rate Reduction (Scale Tier)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Vm3pK8wN + call_id: call_ret_07 +- role: tool + content: |- + βœ… Created: deal_Qn7rL2xT + call_id: call_ret_08 +- role: assistant + tool_calls: + - id: call_ret_09 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Vm3pK8wN", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” DTC apparel return rate reduction", "summary": "Jake Morrison (DTC women''s activewear, $500K/month Shopify, 25% return rate from sizing). Small team, no devs. Stack: Shopify + Klaviyo + ShipStation. Previously tried generic fit quiz (no impact) and evaluated Loop Returns (skeptical it would reduce returns). Discussed return prediction model, smart exchange engine, Shopify one-click install, Klaviyo/ShipStation connectors. Pricing: Scale tier $749/month ($599 annual). Case study shared (Stride Athletics 28%->14% in 90 days). Q4 urgency β€” last BFCM was a returns disaster. Starting 14-day free trial this week. BANT: B=0, A=1 (sole decision-maker), N=1, T=1. Score: 3/4."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_ret_09 +- role: assistant + content: |- + Here's your trial link: [Start your free trial](https://returnflow.io/trial) + + 14 days, full access, no credit card\. Once you install the Shopify app it'll pull in your order history and start building your return prediction model right away\. + + You'll also get an onboarding call β€” we'll walk through your return data together and set up the size recommendation widget on your product pages\. + + Smart move getting ahead of Q4\. Let me know how the trial goes or if you have any questions along the way β€” I'm here\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jake Morrison + + awesome, thanks Karen. setting it up now +- role: assistant + tool_calls: + - id: call_ret_10 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Jake Morrison, DTC women''s activewear brand, $500K/month on Shopify, 25% return rate (sizing). Small team, no devs. Stack: Shopify + Klaviyo + ShipStation. Tried generic fit quiz (no effect), evaluated Loop Returns (skeptical). Discussed return prediction model, smart exchange engine, case study (28%->14%), Scale tier pricing ($749/month). Q4 urgency. Starting 14-day free trial this week. BANT 3/4 (B=0, A=1, N=1, T=1). CRM contact + deal + activity logged.", "humanhours": 0.15, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done rT4kW8mNpL + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_ret_10 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__sales_qualification.yaml b/flexus_simple_bots/karen/very_limited__sales_qualification.yaml new file mode 100644 index 00000000..fd630805 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__sales_qualification.yaml @@ -0,0 +1,351 @@ +judge_instructions: | + The assistant should follow the C.L.O.S.E.R. sales framework: Clarify the prospect's need, + Label it back, Overview what they've tried, Sell the outcome, Explain through objections, Reinforce the close. + The assistant must use CRM tools (manage_crm_contact, manage_crm_deal, log_crm_activity) to log the lead + and score BANT before resolving. Penalize if the assistant skips CRM logging. + Penalize if the assistant fabricates product/pricing info not grounded in policy docs or vector search results. + Penalize hard-sell tactics, pressure, or ignoring the prospect's stated concerns. + Don't penalize for minor wording differences or greeting variations. + Don't penalize if the assistant uses flexus_vector_search instead of policy docs for product info β€” both are valid. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "AI bots that work for your business", + "tagline": "Hire an AI bot, not a SaaS tool", + "website": "https://flexus.team", + "industry": "AI / Bot Marketplace", + "company_name": "Flexus" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Small-to-mid agencies and SaaS companies that need AI automation for their clients or internal ops", + "objection_playbook": { + "price": "Usage-based means you only pay for what you use. Budget caps prevent runaway costs.", + "complexity": "Most bots go live in under a day. We handle the AI, you bring the domain knowledge.", + "trust": "Free trial, no credit card. See it work before you commit." + }, + "trial": { + "duration_days": 14, + "credit_card_required": false, + "includes": "Full access, all bots, all integrations" + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-04-01T10:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "Flexus is an AI bot marketplace. Businesses hire pre-built bots (support, sales, legal, marketing) and customize them with their own data, knowledge base, and integrations. Each bot runs in its own workspace with CRM, product catalog, email, Slack, Telegram, and Shopify integrations.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Pre-built bot marketplace, custom knowledge base per bot, CRM with BANT scoring, product catalog, Shopify integration, multi-channel (email, Telegram, Slack, Discord, web widget), usage-based pricing, per-bot budget caps, scenario testing.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Digital agencies managing multiple clients, e-commerce brands needing support automation, SaaS companies wanting AI-powered sales and onboarding, solo founders who need a support team without hiring.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Usage-based pricing. You buy coins ($1 = 1,000,000 coins). Bots consume coins per AI interaction based on model cost. Typical support bot: 500 conversations/month costs $30-80 depending on model. Budget caps available per bot to prevent overruns. Stripe payments.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "Unused coin balance refundable within 30 days. No refund on consumed coins.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @flexus_support, email support@flexus.team", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Billing disputes, security concerns, enterprise inquiries", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific response times or SLAs unless on enterprise plan. Never share other customers' usage data. Never promise features that don't exist yet.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Jordan Park' chat_id=39201847 + hi, I'm looking around at what you offer +- role: assistant + tool_calls: + - id: call_sq_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "pR7xMn2kLq", + "title": "Telegram private user='Jordan Park' chat_id=39201847\nhi, I'm looking around at what you offer", + "details": { + "chat_id": 39201847, + "chat_type": "private", + "message_id": 1201, + "attachments": [], + "message_text": "hi, I'm looking around at what you offer", + "message_author_id": 39201847, + "message_author_name": "Jordan Park" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "pR7xMn2kLq", "title": "Telegram private user='Jordan Park' chat_id=39201847\nhi, I'm looking around at what you offer", "human": "telegram:39201847"}, + ] + + Done: + [ + ] + call_id: call_sq_01 +- role: title + content: "[telegram] [jordan] [sales] Jordan Park β€” exploring Flexus platform" +- role: assistant + tool_calls: + - id: call_sq_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 39201847}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '39201847'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_sq_02 +- role: assistant + content: "Hey Jordan\\! I'm Karen, AI assistant at Flexus\\. Happy to help you explore β€” what kind of business are you running, and what are you hoping AI could help with?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jordan Park + + we're a small digital agency, about 12 people. some of our clients keep asking if we can set up AI chatbots for their customer support. I've been looking at a few platforms but honestly it's hard to tell what's different about each one +- role: assistant + content: "That makes sense β€” there's a lot out there right now\\. Quick question: are your clients mostly looking for support bots, sales bots, or a mix? And are they in a particular industry?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jordan Park + + mostly support bots, maybe some sales too. our clients are in e-commerce and SaaS. the thing is, we need something we can set up for multiple clients without it costing a fortune per client +- role: assistant + tool_calls: + - id: call_sq_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "agency multi-client bot setup pricing workspace"}' +- role: tool + content: |+ + For your query 'agency multi-client bot setup pricing workspace' found 4 results in database of 3200 chunks across 80 indexed documents. + + + Flexus workspaces are isolated environments. Each workspace has its own bots, CRM, product catalog, and integrations. Agencies typically create one workspace per client. Billing is per-workspace, usage-based β€” you only pay for actual bot interactions, not per-seat or per-workspace flat fee. + + + + Budget caps can be set per bot to prevent cost overruns. If a bot hits its budget cap, it stops responding until the next billing cycle or until the cap is raised. This gives agencies predictable per-client costs. + + + call_id: call_sq_03 +- role: assistant + content: |- + Got it β€” support and sales for e\-commerce and SaaS clients, at a price that scales\. + + Here's what Flexus does differently: you hire pre\-built bots from a marketplace β€” like Karen \(that's me\) for support and sales β€” and customize each one with the client's own knowledge base, product catalog, and branding\. One workspace per client, fully isolated\. + + Pricing is usage\-based β€” you pay per actual bot conversation, not per seat or flat monthly\. So a client with 100 conversations/month pays way less than one with 2,000\. And you can set budget caps per bot so costs never surprise you\. + + Want me to walk you through what the setup looks like for one of your clients? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jordan Park + + that sounds interesting but honestly the usage-based thing worries me. I've been burned before where "usage-based" ends up way more expensive than a flat fee. do you have any idea what it would actually cost for a client doing like 500 support conversations a month? +- role: assistant + tool_calls: + - id: call_sq_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing cost per conversation 500 support bot budget"}' +- role: tool + content: |+ + For your query 'pricing cost per conversation 500 support bot budget' found 3 results in database of 3200 chunks across 80 indexed documents. + + + Typical support bot cost: 500 conversations/month costs $30-80 depending on model choice. Cheaper models (gpt-5.4-nano) run ~$30/month, mid-tier (grok-4-1-fast) ~$50/month, premium (claude-opus) ~$80/month. Each conversation averages 4-8 turns. + + + + $1 = 1,000,000 coins. Budget caps are set in coins per bot. A $50 cap means the bot stops after consuming 50M coins worth of AI interactions for the billing period. + + + call_id: call_sq_04 +- role: assistant + content: |- + Totally fair β€” "usage\-based" can mean anything, so let me be specific\. + + For a support bot doing \~500 conversations/month \(4\-8 turns each\): + \- Cheaper model \(gpt\-5\.4\-nano\): \~$30/month + \- Mid\-tier \(grok\): \~$50/month + \- Premium \(claude\-opus\): \~$80/month + + Compare that to per\-seat platforms charging $50\-100/agent/month regardless of volume\. + + And the budget cap thing is key for your use case β€” you set a dollar cap per bot, and it stops when the cap is hit\. So if you tell a client "$50/month for AI support," that's exactly what it costs\. No surprises\. + + Does that address the concern, or is there something else about the pricing model? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jordan Park + + ok the budget cap thing is good to know. one more question β€” how hard is it to actually set up? like if I sign up a new client, how long before their bot is actually working? +- role: assistant + content: |- + Good question\. Typical flow: + + 1\. Create a workspace for the client \(\~2 min\) + 2\. Install a bot from the marketplace \(one click\) + 3\. Feed it the client's knowledge base β€” FAQ docs, product info, policies \(30 min to a few hours depending on content\) + 4\. Connect channels β€” Telegram, email, web widget + + Most agencies get their first client bot live within a day\. After that, each new client is faster because you know the flow\. + + Want to try it? I can point you to a free trial β€” 14 days, full access, no credit card\. You can spin up a test workspace and see how it feels before committing\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jordan Park + + yeah let's do the trial. can you also send me something I can share with my business partner? she'll want to see pricing details before we go further +- role: assistant + tool_calls: + - id: call_sq_05 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Jordan", "contact_last_name": "Park", "contact_notes": "Digital agency owner, 12 people. Exploring AI chatbots for e-commerce and SaaS clients. Needs multi-client setup with predictable costs. Business partner involved in decision. Signed up for trial.", "contact_tags": ["lead", "agency", "trial"], "contact_bant_score": 3}}' + - id: call_sq_06 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Jordan Park Agency β€” Bot Platform Evaluation", "deal_stage": "TRIAL"}}' +- role: tool + content: |- + βœ… Created: cnt_Jp4mR8sK + call_id: call_sq_05 +- role: tool + content: |- + βœ… Created: deal_Nq7tW3xB + call_id: call_sq_06 +- role: assistant + tool_calls: + - id: call_sq_07 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Jp4mR8sK", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” trial signup", "summary": "Jordan Park (agency, 12 people) evaluated Flexus for multi-client AI support bots. Concerns: usage-based pricing unpredictability. Addressed with budget caps and concrete cost estimates ($30-80/mo per client). Signed up for 14-day trial. Business partner needs pricing details before full commitment. BANT: Budget=1 (willing if predictable), Authority=0 (partner co-decides), Need=1 (clients requesting it), Timeline=1 (actively evaluating)."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_sq_07 +- role: assistant + content: |- + Done\! Here's what you need: + + *Trial*: [Sign up here](https://flexus.team/signup) β€” 14 days, full access, no credit card\. + + *For your partner*: [Pricing breakdown](https://flexus.team/pricing) covers usage\-based model, per\-bot budget caps, and what agencies typically spend\. + + I'll check in with you in a few days to see how the setup went\. If either of you has questions in the meantime, just message here β€” I'm around 24/7\. + + Good luck with the first client bot\! +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Jordan Park + + thanks Karen, appreciate it! +- role: assistant + tool_calls: + - id: call_sq_08 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Jordan Park, digital agency (12 people), exploring AI chatbots for e-commerce/SaaS clients. Addressed pricing objection with concrete estimates ($30-80/mo per client) and budget caps. Signed up for 14-day trial. Business partner needs pricing review before full commitment. BANT 3/4. CRM contact + deal + activity logged.", "humanhours": 0.3, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done pR7xMn2kLq + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_sq_08 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__shopify_purchase.yaml b/flexus_simple_bots/karen/very_limited__shopify_purchase.yaml new file mode 100644 index 00000000..61edd5f0 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__shopify_purchase.yaml @@ -0,0 +1,289 @@ +judge_instructions: | + The assistant should use product_catalog() to find products matching the customer's request, + shopify_cart() to create a draft order, and CRM tools (manage_crm_contact, log_crm_activity) + to log the interaction before resolving. + Penalize if the assistant fabricates product details not present in the catalog results. + Penalize if the assistant skips the cart and just tells the customer to visit the website. + Don't penalize for minor wording differences in the greeting or goodbye. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Bringing specialty coffee to every cup", + "tagline": "Roasted fresh, shipped fast", + "website": "https://roastandco.com", + "industry": "Food & Beverage / Specialty Coffee", + "company_name": "Roast & Co" + } + + πŸ“„/company/sales-strategy + does not exist yet + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-20T09:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "Roast & Co is a specialty coffee roaster. We source single-origin and blend coffees, roast in small batches, and ship within 1-2 days of roasting for maximum freshness. Available via our Shopify store and Telegram.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Single-origin coffees, house blends, espresso roasts, whole bean and ground options, 250g and 500g bags, subscription available.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Coffee enthusiasts who value freshness and traceability. Home baristas, small offices, gift buyers.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Shipping & Returns", + "question01-shipping": { + "a": "Free shipping on orders over $50. Standard shipping $5.99, 3-5 business days. US domestic only.", + "q": "Shipping methods, costs, times?" + }, + "question02-returns": { + "a": "Unopened bags can be returned within 14 days for a full refund. Opened bags: exchange only if quality issue.", + "q": "Refund policy?" + }, + "question04-payments": { + "a": "Visa, Mastercard, Apple Pay, Google Pay via Shopify checkout.", + "q": "Payment options & pricing?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @roastandco_bot, email hello@roastandco.com", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Quality complaints, order issues, refund requests", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific delivery dates. Never claim health benefits of coffee. Never disparage competitors.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Maria Gonzalez' chat_id=281990445 + hello! I'm looking for a gift for my husband +- role: assistant + tool_calls: + - id: call_shop_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "kT9mWqR3bN", + "title": "Telegram private user='Maria Gonzalez' chat_id=281990445\nhello! I'm looking for a gift for my husband", + "details": { + "chat_id": 281990445, + "chat_type": "private", + "message_id": 892, + "attachments": [], + "message_text": "hello! I'm looking for a gift for my husband", + "message_author_id": 281990445, + "message_author_name": "Maria Gonzalez" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "kT9mWqR3bN", "title": "Telegram private user='Maria Gonzalez' chat_id=281990445\nhello! I'm looking for a gift for my husband", "human": "telegram:281990445"}, + ] + + Done: + [ + ] + call_id: call_shop_01 +- role: title + content: "[telegram] [maria] [gift] Maria Gonzalez β€” coffee gift for husband" +- role: assistant + tool_calls: + - id: call_shop_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 281990445}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '281990445'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_shop_02 +- role: assistant + content: "Hey Maria\\! I'm Karen, AI assistant at Roast & Co β˜• Happy to help find a great coffee gift\\! What kind of coffee does your husband usually go for?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Maria Gonzalez + + he's really into dark roasts, makes espresso every morning +- role: assistant + tool_calls: + - id: call_shop_03 + type: function + function: + name: product_catalog + arguments: '{"table": "com_product", "options": {"filters": {"AND": ["prod_tags:contains:dark-roast"]}, "include": ["variants"], "limit": 10}}' +- role: tool + content: |- + 2 rows (com_product) + + #1 + prod_id: prd_8kLm2nQx + prod_name: Brazilian Cerrado Espresso Blend + prod_description: Bold, full-bodied espresso blend. Dark chocolate, toasted walnut, caramel sweetness. Low acidity, heavy body. Perfect for espresso and moka pot. + prod_category: coffee + prod_tags: ["dark-roast", "espresso", "blend"] + variants: + pvar_id: pvr_Ae3kN9mW | pvar_name: 250g Whole Bean | pvar_external_id: gid://shopify/ProductVariant/44321001 | pvar_price: 16.90 | pvar_inventory_status: IN_STOCK | pvar_available_qty: 84 + pvar_id: pvr_Bf4lO0nX | pvar_name: 500g Whole Bean | pvar_external_id: gid://shopify/ProductVariant/44321002 | pvar_price: 27.90 | pvar_inventory_status: IN_STOCK | pvar_available_qty: 52 + + #2 + prod_id: prd_9mNn3oRy + prod_name: Ethiopian Sidamo Dark + prod_description: Single-origin dark roast from Sidamo region. Dark berry, wine-like acidity, smoky finish. Complex and bold. + prod_category: coffee + prod_tags: ["dark-roast", "single-origin", "ethiopia"] + variants: + pvar_id: pvr_Cg5mP1oY | pvar_name: 250g Whole Bean | pvar_external_id: gid://shopify/ProductVariant/44322001 | pvar_price: 18.90 | pvar_inventory_status: IN_STOCK | pvar_available_qty: 31 + pvar_id: pvr_Dh6nQ2pZ | pvar_name: 500g Whole Bean | pvar_external_id: gid://shopify/ProductVariant/44322002 | pvar_price: 29.90 | pvar_inventory_status: LOW_STOCK | pvar_available_qty: 8 + call_id: call_shop_03 +- role: assistant + content: |- + Two dark roasts perfect for espresso lovers\: + + *Brazilian Cerrado Espresso Blend* β€” dark chocolate, toasted walnut, caramel\. Low acidity, heavy body\. Made for espresso\. + 250g β€” $16\.90 Β· 500g β€” $27\.90 + + *Ethiopian Sidamo Dark* β€” dark berry, smoky finish, wine\-like complexity\. Bold single\-origin\. + 250g β€” $18\.90 Β· 500g β€” $29\.90 + + The Brazilian is the classic espresso pick\. The Ethiopian is for someone who likes it complex and surprising\. Which sounds like him? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Maria Gonzalez + + the Brazilian one sounds perfect! can I get 2 bags of the 500g? +- role: assistant + tool_calls: + - id: call_shop_04 + type: function + function: + name: shopify_cart + arguments: '{"op": "create", "line_items": [{"variant_id": "gid://shopify/ProductVariant/44321002", "quantity": 2}], "note": "Gift for husband, espresso lover"}' +- role: tool + content: |- + βœ… Draft order created + + Draft Order ID: draft_7xKp3mNq + Items: + 2x Brazilian Cerrado Espresso Blend β€” 500g Whole Bean @ $27.90 each + + Subtotal: $55.80 + Shipping: FREE (over $50) + Total: $55.80 + + Checkout: https://roastandco.myshopify.com/checkout/draft/7xKp3mNq + call_id: call_shop_04 +- role: assistant + content: |- + Here you go\: + + 2x Brazilian Cerrado Espresso Blend \(500g\) β€” $55\.80 + Shipping is free since you're over $50 πŸŽ‰ + + [Complete checkout here](https://roastandco.myshopify.com/checkout/draft/7xKp3mNq) + + Visa, Mastercard, Apple Pay, Google Pay all work\. Let me know when you're done\! +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Maria Gonzalez + + done! just paid. thanks so much, he's going to love it +- role: assistant + tool_calls: + - id: call_shop_05 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Maria", "contact_last_name": "Gonzalez", "contact_notes": "Bought 2x500g Brazilian Cerrado Espresso Blend as gift for husband (espresso lover). Via Telegram.", "contact_tags": ["customer", "telegram"], "contact_bant_score": 4}}' + - id: call_shop_06 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "pending", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Purchase: 2x500g Brazilian Cerrado Espresso Blend", "summary": "Maria bought 2x500g Brazilian Cerrado ($55.80, free shipping) as gift for husband. Completed checkout via Shopify draft order."}' +- role: tool + content: |- + βœ… Created: cnt_Xm8pQ4rT + call_id: call_shop_05 +- role: tool + content: |- + βœ… Activity logged + call_id: call_shop_06 +- role: assistant + tool_calls: + - id: call_shop_07 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Maria Gonzalez bought 2x500g Brazilian Cerrado Espresso Blend ($55.80, free shipping) as gift for husband via Telegram. CRM contact created, activity logged.", "humanhours": 0.1, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done kT9mWqR3bN + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_shop_07 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__support_refund.yaml b/flexus_simple_bots/karen/very_limited__support_refund.yaml new file mode 100644 index 00000000..53d890b4 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__support_refund.yaml @@ -0,0 +1,309 @@ +judge_instructions: | + The assistant must search the knowledge base for refund/credit policy, then REASON about the + specific situation: $500 prepaid minus $150 consumed = $350 refundable, within the 30-day window. + Penalize if the assistant just quotes the policy without calculating the specific refundable amount. + Penalize if the assistant fabricates policy terms not in the search results. + The assistant should recognize the actual refund processing requires escalation (per very_limited rules: + "Escalate to a human on: cancellation/refund requests") and hand off appropriately. + Don't penalize for extra search attempts or minor wording differences. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "faq_url": "https://cloudpipe.ai/faq", + "mission": "Making Claude API accessible to teams of any size", + "tagline": "Claude API, simplified", + "website": "https://cloudpipe.ai", + "industry": "AI Infrastructure / API Services", + "company_name": "CloudPipe AI" + } + + πŸ“„/company/sales-strategy + does not exist yet + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T10:30:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question02-features": { + "a": "Usage dashboard, team API key management, spend alerts, rate limit pooling, prompt caching proxy, SSO", + "q": "What are the key features?" + }, + "question01-description": { + "a": "CloudPipe AI is a managed proxy and billing layer for the Claude API. Customers get a single account with team management, usage analytics, and consolidated billing instead of dealing with Anthropic API keys directly. We resell all Claude models at a small markup and add value through tooling.", + "q": "What is the product?" + }, + "question03-ideal-customer-profile": { + "a": "Dev teams 5-50 people who want Claude API without procurement overhead. Agencies managing multiple client projects. Startups that need usage visibility before committing to Anthropic enterprise.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Billing & Accounts", + "question02-returns": { + "a": "No refunds on consumed API tokens. Unused prepaid credits refundable within 30 days of purchase. Refund requests are processed by the billing team within 3 business days.", + "q": "Refund policy?" + }, + "question04-payments": { + "a": "Monthly billing via Stripe. Pay-as-you-go or prepaid credits at 5% discount. Pricing is Anthropic list price + 15% markup.", + "q": "Payment options & pricing?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram, email support@cloudpipe.ai", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Billing disputes, outages, account lockouts, refund requests", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never share internal Anthropic API keys. Never promise specific uptime SLA unless on Enterprise plan. Never process refunds directly β€” always route to billing team.", + "q": "What should support NEVER say?" + } + }, + "section05-sources": { + "title": "Sources", + "question01-eds-list": { + "a": "", + "q": "Working EDS IDs?" + }, + "question02-websites": { + "a": "https://docs.anthropic.com, https://cloudpipe.ai/docs", + "q": "Key websites for support info?" + } + } + } + } +- role: user + content: |- + Telegram private user='Alex Chen' chat_id=503221187 + hey, I need help with my account +- role: assistant + tool_calls: + - id: call_ref_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "pR4nXw7kLm", + "title": "Telegram private user='Alex Chen' chat_id=503221187\nhey, I need help with my account", + "details": { + "chat_id": 503221187, + "chat_type": "private", + "message_id": 1204, + "attachments": [], + "message_text": "hey, I need help with my account", + "message_author_id": 503221187, + "message_author_name": "Alex Chen" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "pR4nXw7kLm", "title": "Telegram private user='Alex Chen' chat_id=503221187\nhey, I need help with my account", "human": "telegram:503221187"}, + ] + + Done: + [ + ] + call_id: call_ref_01 +- role: title + content: "[telegram] [alex] [account] Alex Chen β€” account help" +- role: assistant + tool_calls: + - id: call_ref_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 503221187}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '503221187'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_ref_02 +- role: assistant + content: "Hey Alex\\! I'm Karen, AI support assistant for CloudPipe AI\\. What's going on with your account?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Alex Chen + + I prepaid $500 in credits about a week ago but my team decided to switch to a different solution. I've used roughly $150 in API calls so far. Can I get the rest back? +- role: assistant + tool_calls: + - id: call_ref_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "refund policy prepaid credits"}' +- role: tool + content: |+ + For your query 'refund policy prepaid credits' found 2 chunks, in database of 4521 chunks across 98 indexed documents. + IMPORTANT: These are only snippets. You must call flexus_read_original(eds="eds_id", op="cat", p="/path") to read the full document before answering. + + at eds_id=Hk3wPnvQaB found chunk 0 + πŸ“Ž/cloudpipe.ai/docs/billing/credits.md:14-30 + ``` + ## Prepaid Credits + + Purchase credits in advance and get a 5% discount on all API usage. Credits never expire + as long as your account is active. + + ### Refunds + + - Consumed API tokens are non-refundable. + - Unused prepaid credits can be refunded within 30 days of the original purchase date. + - Refund requests are processed by the billing team within 3 business days. + - To request a refund, contact support@cloudpipe.ai or reach out via Telegram. + ``` + + at eds_id=Hk3wPnvQaB found chunk 1 + πŸ“Ž/cloudpipe.ai/docs/billing/pricing.md:5-18 + ``` + ## Pricing + + CloudPipe pricing is Anthropic's list price + 15% markup. Prepaid credits come at a 5% + discount off this rate. + + | Plan | Billing | Discount | + |-------------|-------------|----------| + | Pay-as-you-go | Monthly | None | + | Prepaid | Upfront | 5% | + | Enterprise | Annual | Custom | + ``` + + call_id: call_ref_03 +- role: assistant + tool_calls: + - id: call_ref_04 + type: function + function: + name: flexus_read_original + arguments: '{"eds": "Hk3wPnvQaB", "op": "cat", "p": "/cloudpipe.ai/docs/billing/credits.md", "skip": 14, "take": 40, "safety_valve": "20k"}' +- role: tool + content: |- + πŸ“„ File: cloudpipe.ai/docs/billing/credits.md + + ## Prepaid Credits + + Purchase credits in advance and get a 5% discount on all API usage. Credits never expire + as long as your account is active. + + ### Refunds + + - Consumed API tokens are non-refundable. + - Unused prepaid credits can be refunded within 30 days of the original purchase date. + - Refund requests are processed by the billing team within 3 business days. + - To request a refund, contact support@cloudpipe.ai or reach out via Telegram. + + ### Credit Balance + + Your current credit balance is visible on the Usage Dashboard under Billing > Credits. + When credits run out, you automatically switch to pay-as-you-go billing. + call_id: call_ref_04 +- role: assistant + content: |- + Here's the situation based on our refund policy\: + + Out of your $500 in prepaid credits, the ~$150 you've already used in API calls is non\-refundable\. The remaining ~$350 in unused credits *is* refundable since you purchased them about a week ago \(well within the 30\-day window\)\. + + The billing team processes refund requests within 3 business days\. Want me to get that started for you? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Alex Chen + + yes please, let's do it +- role: assistant + tool_calls: + - id: call_ref_05 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Alex", "contact_last_name": "Chen", "contact_notes": "Requested refund of ~$350 unused prepaid credits ($500 purchased ~1 week ago, ~$150 consumed). Team switching to different solution. Via Telegram.", "contact_tags": ["refund-request", "telegram"]}}' + - id: call_ref_06 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "pending", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Refund request: ~$350 unused prepaid credits", "summary": "Alex Chen prepaid $500 ~1 week ago, consumed ~$150, requesting refund of remaining ~$350. Team switching solutions. Escalating to billing."}' +- role: tool + content: |- + βœ… Created: cnt_Qn7rT2vW + call_id: call_ref_05 +- role: tool + content: |- + βœ… Activity logged + call_id: call_ref_06 +- role: assistant + content: |- + I've logged everything\. I'll pass this to our billing team now β€” they handle the actual refund processing and should have it sorted within 3 business days\. + + They may reach out to confirm your payment method for the return\. Anything else I can help with? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Alex Chen + + nope, that's it. thanks! +- role: assistant + tool_calls: + - id: call_ref_07 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Alex Chen requested refund of ~$350 in unused prepaid credits ($500 purchased 1 week ago, ~$150 consumed). Confirmed eligible per 30-day refund policy. CRM contact created, activity logged. ESCALATION NEEDED: billing team to process the refund.", "humanhours": 0.2, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done pR4nXw7kLm + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_ref_07 +- role: assistant + content: TASK_COMPLETED diff --git a/flexus_simple_bots/karen/very_limited__telecom_business_phone.yaml b/flexus_simple_bots/karen/very_limited__telecom_business_phone.yaml new file mode 100644 index 00000000..95900263 --- /dev/null +++ b/flexus_simple_bots/karen/very_limited__telecom_business_phone.yaml @@ -0,0 +1,382 @@ +judge_instructions: | + The assistant should detect frustration from the prospect's tone (ALL CAPS, terse replies, exasperation) + and match energy: acknowledge the pain of dropped calls and unreliable service before offering solutions. + The assistant must use flexus_vector_search() before quoting pricing tiers, SLA guarantees, feature details, + or migration timelines β€” penalize if any of these are stated without a prior search. + When the prospect raises the 3-year contract lock-in objection, the assistant should reframe cost of inaction + (lost productivity, helpdesk tickets, employee frustration) rather than dismissing the concern. + When the prospect mentions needing VP approval, the assistant should offer supporting materials (ROI summary, + reference calls) rather than pressuring the prospect directly. + BANT should reflect: Budget=1 (confirmed $12K/mo allocation for comms), Authority=0 (needs VP of Ops sign-off), + Need=1 (urgent β€” dropped calls, failed transfers, remote workers cut off), Timeline=1 (contract buyout clause + allows migration within 90 days). + Penalize inflated BANT scores. Penalize fabricated uptime numbers or feature claims not grounded in search results. + Don't penalize for greeting variations, minor wording, or tool call ordering. + +messages: +- role: cd_instruction + content: |- + πŸ“„/company/summary + { + "stage": "Growth", + "mission": "Unified business communications that scale with you", + "tagline": "One platform for every call, message, and meeting", + "website": "https://ringroute.io", + "industry": "Telecommunications / UCaaS", + "company_name": "RingRoute" + } + + πŸ“„/company/sales-strategy + { + "approach": "consultative", + "icp": "Mid-market companies (100-2,000 employees) with multiple offices or remote/hybrid workforces that need reliable unified communications β€” replacing legacy PBX, fragmented phone systems, or underperforming UCaaS providers", + "objection_playbook": { + "price": "Factor in what you're spending on your current PBX maintenance, separate conferencing tools, and helpdesk tickets for phone issues. RingRoute consolidates all of that. Most customers see 30-40% total cost reduction.", + "contract_lockin": "We offer a contract buyout program β€” we'll cover early termination fees up to $15K when you switch. Plus, our agreements are annual with 90-day out clauses, so you're never trapped.", + "migration_downtime": "Migration runs in parallel: we port numbers and configure the new system while your old one stays live. Cutover happens after hours with a rollback plan. Average downtime is under 15 minutes.", + "competitor": "We respect other providers. Our edge is multi-site reliability (geo-redundant with automatic failover), native integrations with Salesforce/HubSpot/Teams, and a dedicated migration engineer β€” not a DIY portal." + }, + "trial": { + "duration_days": 14, + "credit_card_required": false, + "includes": "Full platform access for up to 25 users: voice, video, messaging, integrations. Dedicated onboarding call included. Number porting not included in trial β€” handled during paid migration." + } + } + + πŸ“„/support/summary + { + "support-policy": { + "meta": { + "created_at": "2026-03-15T08:00:00.000000+00:00" + }, + "section01-product": { + "title": "Product", + "question01-description": { + "a": "RingRoute is a cloud-based unified communications platform (UCaaS) for businesses. We provide business phone service, video conferencing, team messaging, and contact center features in a single platform. Designed for multi-site and hybrid workforces with enterprise-grade reliability.", + "q": "What is the product?" + }, + "question02-features": { + "a": "Cloud PBX with auto-attendant, call routing, and IVR. HD voice and video conferencing (up to 500 participants). Team messaging with file sharing. Call recording and analytics. CRM integrations (Salesforce, HubSpot, Zoho, Microsoft Dynamics). Microsoft Teams direct routing. Mobile and desktop apps. Multi-site management with centralized admin. 99.999% uptime SLA (five nines). Geo-redundant infrastructure across 4 data centers. Number porting from any carrier. Contact center add-on with ACD, skills-based routing, and real-time dashboards.", + "q": "What are the key features?" + }, + "question03-ideal-customer-profile": { + "a": "Companies with 100-2,000 employees, especially those with multiple offices, remote/hybrid workers, or growing teams that need to scale quickly. Common verticals: professional services, healthcare, financial services, tech companies, and franchises.", + "q": "Who is the ideal customer (ICP)?" + } + }, + "section02-future-ops": { + "title": "Pricing & Billing", + "question01-shipping": { + "a": "Desk phones (Poly, Yealink) available for purchase or rental. Ships within 3-5 business days, pre-provisioned and ready to plug in. Headsets and conference room equipment also available.", + "q": "Shipping methods, costs, times?" + }, + "question04-payments": { + "a": "Per-user/month pricing, billed annually or monthly. Essentials: $24/user/month (voice, messaging, basic video). Professional: $34/user/month (adds CRM integrations, call recording, analytics, 200-person video). Enterprise: $48/user/month (adds contact center, custom IVR, dedicated support, 500-person video, SSO/SCIM). Volume discounts: 250+ users get 15% off, 500+ users get custom pricing. All plans include unlimited domestic calling and number porting.", + "q": "Payment options & pricing?" + }, + "question02-returns": { + "a": "14-day free trial, no credit card required. Annual contracts have a 90-day out clause with prorated refund. Rented hardware returned within 30 days of cancellation at no cost.", + "q": "Refund policy?" + } + }, + "section03-support": { + "title": "Support", + "question01-channels": { + "a": "Telegram @ringroute_support, email support@ringroute.io, phone (all plans): +1-855-555-0199, live chat on ringroute.io. Enterprise plans get a dedicated account manager and 24/7 priority support line.", + "q": "Support channels (email, chat, etc.)?" + }, + "question02-escalation": { + "a": "Number porting issues, contract buyout calculations, enterprise/custom pricing, outage reports, security/compliance questions, requests for human agent", + "q": "When to escalate to human?" + } + }, + "section04-restrictions": { + "title": "Restrictions", + "question01-never-say": { + "a": "Never guarantee specific call quality metrics (jitter, latency) without knowing the customer's network. Never make claims about E911 compliance without searching first. Never promise custom pricing without sales team approval. Never disparage specific competitors by name. Never share other customers' configurations or usage data.", + "q": "What should support NEVER say?" + } + } + } + } +- role: user + content: |- + Telegram private user='Rachel Okonkwo' chat_id=74821956 + we have 300 employees across 4 offices and our phone system is an absolute NIGHTMARE. dropped calls every day, can't transfer between locations, remote people can't even connect half the time. I need this fixed YESTERDAY +- role: assistant + tool_calls: + - id: call_rr_01 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "status_public", "search": null, "resolution": null, "details_json": null, "restart_summary": null}' +- role: tool + content: | + The current task with details: + { + "id": "tK7mR3wNpQ", + "title": "Telegram private user='Rachel Okonkwo' chat_id=74821956\nwe have 300 employees across 4 offices and our phone system is an absolute NIGHTMARE. dropped calls every day, can't transfer between locations, remote people can't even connect half the time. I need this fixed YESTERDAY", + "details": { + "chat_id": 74821956, + "chat_type": "private", + "message_id": 8301, + "attachments": [], + "message_text": "we have 300 employees across 4 offices and our phone system is an absolute NIGHTMARE. dropped calls every day, can't transfer between locations, remote people can't even connect half the time. I need this fixed YESTERDAY", + "message_author_id": 74821956, + "message_author_name": "Rachel Okonkwo" + } + } + + Inbox: + [ + ] + + Todo: + [ + ] + + In Progress: + [ + {"id": "tK7mR3wNpQ", "title": "Telegram private user='Rachel Okonkwo' chat_id=74821956\nwe have 300 employees across 4 offices and our phone system is an absolute NIGHTMARE. dropped calls every day, can't transfer between locations, remote people can't even connect half the time. I need this fixed YESTERDAY", "human": "telegram:74821956"}, + ] + + Done: + [ + ] + call_id: call_rr_01 +- role: title + content: "[telegram] [rachel] [sales] Rachel Okonkwo β€” multi-office phone system pain, dropped calls, looking for replacement" +- role: assistant + tool_calls: + - id: call_rr_02 + type: function + function: + name: telegram + arguments: '{"op": "capture", "args": {"chat_id": 74821956}}' +- role: tool + content: | + πŸ“ŒCAPTURED + + The next thing you write will be visible. Don't comment on that fact and think about what do you want to say in '74821956'. + Don't use op=post because now anything you say is visible automatically. + + Reminder: after this point telegram MarkdownV2 markup rules are in effect for your output, there are no tables! Here's markup help for you again. + + + Telegram uses MarkdownV2 markup: + *bold* _italic_ __underline__ ~strikethrough~ + `inline code` + ```python + code block + ``` + [link text](https://example.com) + ||spoiler|| + + > blockquote + > each line must start with > + + No bullet lists or tables. + call_id: call_rr_02 +- role: assistant + content: "Dropped calls across 4 offices, failed transfers, remote workers cut off β€” that's not a minor annoyance, that's your whole operation breaking down\\. I'm Karen, AI assistant at RingRoute\\. Before I jump into solutions, tell me what you're running right now β€” legacy PBX, another cloud provider, some mix?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + legacy Avaya PBX in our main office, then each branch has its own setup β€” one has a Cisco system, one has some random Grandstream thing, the 4th office is all softphones on cell plans. it's a mess. nothing talks to each other. when someone in Dallas tries to transfer a call to our Chicago office it just DROPS +- role: assistant + content: "4 offices, 4 different systems, none of them connected β€” yeah, that's exactly the kind of chaos that makes transfers fail\\. The call literally has nowhere to go\\. How long have you been dealing with this?" +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + honestly? years but it got worse 6 months ago when we went hybrid and 40% of our people started working from home. the Avaya system doesn't handle remote at all and our IT guy spends half his week just troubleshooting phone issues instead of doing real work. I'm the IT Director and my boss is breathing down my neck about it +- role: assistant + tool_calls: + - id: call_rr_03 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "multi-site unified communications remote workers hybrid workforce cloud PBX"}' +- role: tool + content: |+ + For your query 'multi-site unified communications remote workers hybrid workforce cloud PBX' found 3 results in database of 2200 chunks across 42 indexed documents. + + + RingRoute is a cloud-based unified communications platform (UCaaS) for businesses. We provide business phone service, video conferencing, team messaging, and contact center features in a single platform. Designed for multi-site and hybrid workforces with enterprise-grade reliability. Centralized admin console manages all locations from one dashboard β€” no per-site hardware to maintain. + + + + Mobile and desktop apps give remote/hybrid workers the same experience as in-office employees: same number, same extensions, same call transfer and presence features. Softphone included at no extra cost on all plans. Supports BYOD and company-issued devices. Works over WiFi or cellular with automatic quality optimization. + + + call_id: call_rr_03 +- role: assistant + content: |- + That hybrid shift is exactly what kills legacy PBX setups β€” they were never built for it\. + + Here's what RingRoute does differently: one cloud platform across all your offices and remote workers\. Same number, same extensions, same transfer capability whether someone's at a desk in Dallas or on their laptop in their kitchen in Chicago\. Your IT guy manages everything from one admin dashboard instead of babysitting 4 separate systems\. + + No per\-site hardware to maintain\. The app works on desktop and mobile with automatic quality optimization\. + + But let me ask β€” what have you already looked at? Have you talked to anyone else about replacing this? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + we looked at RingCentral and Teams Phone. RingCentral was fine but their pricing for 300 users was steep and the sales guy was pushy. Teams Phone we already have M365 but honestly Teams calling quality has been spotty for us. the real problem is we're stuck in a 3-year contract with our Avaya vendor β€” still 14 months left. the early termination fee is like $12K and my VP won't approve spending that just to get out +- role: assistant + tool_calls: + - id: call_rr_04 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "contract buyout early termination fee switch migration"}' +- role: tool + content: |+ + For your query 'contract buyout early termination fee switch migration' found 2 results in database of 2200 chunks across 42 indexed documents. + + + Contract buyout program: RingRoute will cover early termination fees up to $15K when switching from a competing provider. Requires a 2-year RingRoute agreement. Buyout is applied as a credit against the first 6 months of service. Documentation of the ETF (final invoice or contract clause) is required. + + + + Migration runs in parallel: we port numbers and configure the new system while your old one stays live. Cutover happens after hours with a rollback plan. Average migration downtime is under 15 minutes. A dedicated migration engineer is assigned to every account over 50 users. Typical migration timeline for 200-500 user accounts: 3-4 weeks from kickoff to full cutover. + + + call_id: call_rr_04 +- role: assistant + content: |- + That contract lock\-in is a real blocker, so let me address it directly\. + + We have a contract buyout program β€” RingRoute covers early termination fees up to $15K\. Your $12K ETF would be fully covered\. It's applied as a credit against your first 6 months of service\. You just need to show us the ETF documentation from your Avaya vendor\. + + So the question for your VP isn't "should we spend $12K to get out" β€” it's "should we keep paying for a system that eats IT hours and drops calls, or switch to something that actually works and costs us nothing to leave?" + + On the migration side: we run your old system and the new one in parallel\. Numbers get ported, everything gets configured, then cutover happens after hours with a rollback plan\. Average downtime is under 15 minutes\. For 300 users you'd be looking at 3\-4 weeks from kickoff to full cutover\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + wait you'd cover the $12K termination fee? that changes things. ok but I need to sell this to my VP of Operations β€” she controls the budget. what's this actually going to cost per month for 300 people? +- role: assistant + tool_calls: + - id: call_rr_05 + type: function + function: + name: flexus_vector_search + arguments: '{"eds": "", "query": "pricing per user monthly plans volume discount 250 users professional enterprise"}' +- role: tool + content: |+ + For your query 'pricing per user monthly plans volume discount 250 users professional enterprise' found 2 results in database of 2200 chunks across 42 indexed documents. + + + Per-user/month pricing, billed annually or monthly. Essentials: $24/user/month (voice, messaging, basic video). Professional: $34/user/month (adds CRM integrations, call recording, analytics, 200-person video). Enterprise: $48/user/month (adds contact center, custom IVR, dedicated support, 500-person video, SSO/SCIM). Volume discounts: 250+ users get 15% off, 500+ users get custom pricing. All plans include unlimited domestic calling and number porting. + + + call_id: call_rr_05 +- role: assistant + content: |- + At 300 users you qualify for the 15% volume discount\. Here's how it breaks down: + + *Professional plan* \(most common for your size\): $34/user/month, minus 15% \= *$28\.90/user/month*\. That's about *$8,670/month* for 300 users\. Includes voice, video \(200 participants\), CRM integrations, call recording, and analytics\. + + *Enterprise plan* if you need contact center features or SSO: $48/user/month, minus 15% \= *$40\.80/user/month*\. About *$12,240/month*\. + + For comparison β€” think about what you're spending now across the Avaya maintenance contract, the Cisco system, the Grandstream boxes, those cell plans for remote workers, and your IT guy's time on phone issues\. Most companies in your situation see 30\-40% total cost reduction when they consolidate\. + + What's your current monthly spend across all of it? +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + ok I just checked β€” Avaya maintenance is $4,200/mo, the Cisco lease is $1,800/mo, cell stipends for remote workers are about $3,600/mo, plus we pay $2,400/mo for a separate conferencing tool. so like $12K/month total and it STILL doesn't work properly. your Professional plan at $8,670 is actually cheaper. the problem is I can't sign off on this alone β€” my VP needs to approve anything over $5K/month +- role: assistant + content: |- + $12K/month for something that drops calls and wastes your IT guy's week β€” versus $8,670/month for a single platform that actually works\. That's a $3,330/month saving, plus the buyout covers your ETF\. That's the kind of story VPs like to hear\. + + Here's what I can do to help you make the case: I'll have our sales team put together an ROI summary tailored to your numbers β€” current spend vs\. RingRoute, projected IT time savings, the buyout credit\. Something you can put in front of your VP with the math already done\. + + We can also set up a reference call with a similar\-sized customer who made the same migration from legacy PBX\. Hearing it from a peer carries more weight than hearing it from us\. + + Want me to get those rolling? I'll need your email to coordinate\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + yes absolutely, that ROI doc would be huge. and a reference call would help β€” my VP is skeptical of sales pitches but she'll listen to another IT leader. my email is rachel.okonkwo@crestfield.com +- role: assistant + tool_calls: + - id: call_rr_06 + type: function + function: + name: manage_crm_contact + arguments: '{"op": "create", "args": {"contact_first_name": "Rachel", "contact_last_name": "Okonkwo", "contact_email": "rachel.okonkwo@crestfield.com", "contact_notes": "IT Director at Crestfield (mid-size company, ~300 employees, 4 offices: Dallas, Chicago, 2 others). Legacy Avaya PBX in main office, Cisco in one branch, Grandstream in another, cell softphones for remote. 40% hybrid workforce. Dropped calls, failed inter-office transfers, IT spending half their time on phone issues. Current spend ~$12K/mo across all systems. RingRoute Professional at $8,670/mo = $3,330/mo savings. 14 months left on Avaya 3-year contract, $12K ETF β€” covered by buyout program. Needs VP of Ops approval for anything over $5K/mo. Wants ROI summary doc and peer reference call to present to VP. Evaluated RingCentral (too expensive, pushy sales) and Teams Phone (poor call quality).", "contact_tags": ["lead", "telecom", "multi-site", "legacy-pbx-migration", "hybrid-workforce"], "contact_bant_score": 3}}' + - id: call_rr_07 + type: function + function: + name: manage_crm_deal + arguments: '{"op": "create", "args": {"deal_name": "Rachel Okonkwo / Crestfield β€” UCaaS Migration (300 users, 4 offices)", "deal_stage": "QUALIFICATION"}}' +- role: tool + content: |- + βœ… Created: cnt_Lm8kR2wP + call_id: call_rr_06 +- role: tool + content: |- + βœ… Created: deal_Hn4qT9vK + call_id: call_rr_07 +- role: assistant + tool_calls: + - id: call_rr_08 + type: function + function: + name: log_crm_activity + arguments: '{"contact_id": "cnt_Lm8kR2wP", "activity_type": "MESSENGER_CHAT", "direction": "INBOUND", "platform": "TELEGRAM", "title": "Sales qualification β€” UCaaS migration from legacy PBX", "summary": "Rachel Okonkwo (IT Director, Crestfield, ~300 employees, 4 offices) frustrated with fragmented phone infrastructure: Avaya PBX + Cisco + Grandstream + cell plans. Dropped calls, failed inter-office transfers, remote workers can''t connect, IT overwhelmed. Current spend ~$12K/mo. RingRoute Professional at $8,670/mo saves $3,330/mo. Contract buyout covers $12K Avaya ETF. Evaluated RingCentral (too expensive) and Teams Phone (poor quality). Can''t sign off alone β€” VP of Ops controls budget. Requested: ROI summary doc and peer reference call to build VP business case. BANT: Budget=1 (confirmed $12K/mo current allocation, RingRoute is cheaper), Authority=0 (needs VP of Ops approval), Need=1 (urgent, daily dropped calls, IT bottleneck), Timeline=1 (contract buyout enables migration within 90 days). ESCALATION: sales team to prepare ROI doc and arrange reference call."}' +- role: tool + content: |- + βœ… Activity logged + call_id: call_rr_08 +- role: assistant + content: |- + You're all set\. Here's what's happening next: + + 1\. Our sales team will send an ROI summary to rachel\.okonkwo@crestfield\.com β€” your numbers, the savings math, the buyout credit, all laid out for your VP\. + 2\. They'll also coordinate a reference call with an IT leader who did a similar multi\-site PBX migration\. + + In the meantime, if you want to get hands\-on yourself, we offer a 14\-day free trial β€” full platform, up to 25 users, no credit card\. Could be useful to show your VP it actually works before she commits\. + + Ping me here anytime if your VP has questions or you need anything else\. Good luck with the pitch β€” the numbers are on your side\. +- role: user + content: + - m_type: text + m_content: |- + πŸ‘€Rachel Okonkwo + + thanks Karen, this was actually really helpful. I'll get back to you once I've talked to my VP. the trial is a good idea too β€” might set that up this week +- role: assistant + tool_calls: + - id: call_rr_09 + type: function + function: + name: flexus_kanban_public + arguments: '{"op": "resolve", "resolution": {"code": "SUCCESS", "summary": "Sales qualification: Rachel Okonkwo, IT Director at Crestfield (~300 employees, 4 offices). Frustrated β€” fragmented legacy phone systems (Avaya + Cisco + Grandstream + cell plans), dropped calls, failed inter-office transfers, remote workers cut off. Current spend ~$12K/mo. RingRoute Professional plan at $8,670/mo saves $3,330/mo. Contract buyout covers $12K Avaya ETF. Previously evaluated RingCentral (too expensive) and Teams Phone (poor quality). Cannot sign off alone β€” needs VP of Ops approval. Requested ROI summary doc and peer reference call. May start 14-day trial this week. BANT 3/4 (Budget=1, Authority=0, Need=1, Timeline=1). ESCALATION: sales team to send ROI doc to rachel.okonkwo@crestfield.com and arrange peer reference call. CRM contact + deal + activity logged.", "humanhours": 0.25, "uncapture": true, "pdoc_paths": []}}' +- role: tool + content: |- + Moved to done tK7mR3wNpQ + + Uncaptured the chat, no one can see your messages now, all left to do is to say TASK_COMPLETED + call_id: call_rr_09 +- role: assistant + content: TASK_COMPLETED