Cross-industry PM operating patterns for less friction, more clarity, more progress. A collaborative lab for sharing reusable operating patterns across industries, tools, and team environments.
Authority Catalog: Governed index of interconnected repos documenting patterns, frameworks, agents, and validations for enterprise AI adoption.
| Domain | Repo | Purpose | Key Artifacts | Validations |
|---|---|---|---|---|
| Knowledge Foundation | Cross-Industry PM Playbook | Canonical PM patterns | Playbooks, decision logs | PMP, PMI Agile Metrics |
| Agent Implementations | Innovation-In-Action | Live AI agents incl. PM Risk Assessor | Prompt libraries, risk assessors | Microsoft Foundry FastTrack |
| Thought Leadership | Speaking-Resources | Published talks & workshops | PMI decks, abstracts | AgileCon 2024, DBJ Awards |
| Execution Tools | Operational-Excellence-Toolkit | Metrics, dashboards, toolkits | Empathy maps, risk profilers | 25% real program gains |
Most PM toolkits share templates. Few share operating patterns—how teams think, decide, and collaborate across constraints.
This space makes invisible dynamics visible, supports hybrid human + AI environments, and shares portable practices that also inform my What AI Coaching Really Means work.
Fork. Adapt. Contribute.
AI platforms have distinct strengths that shape how teams adopt them:
| Platform | Strength | Best For |
|---|---|---|
| Claude | Strategic analysis, long-form reasoning | Complex planning |
| ChatGPT | Rapid synthesis, executive framing | Iteration |
| Perplexity | Research-backed exploration | External scanning |
| Gemini | Google Workspace collaboration | Teams |
| Copilot | Microsoft production workflows | Enterprise docs |
Anchor to existing ecosystems: Google for education, Microsoft for enterprise.
- Adoption-in-Place: AI workflows inside existing tools.
- Tacit → Explicit: Make team dynamics visible.
- Outcome-Driven: Effectiveness over efficiency.
- Cross-Industry: Portable across sectors.
- Empathy Map: Stakeholder alignment.
- Risk Attitude Profiler: Team risk tolerance gauge.
- Culture Map: Communication and decision styles.
Living repo for PM operating mindsets and AI coaching-informed adoption patterns.
Related: PM Playbook | Innovation in Action
- Living Repository
- Open Contributions
- Cross-Industry Patterns
- AI-Augmented Operations
- PMI Value Delivery
Tools change. Coordination endures. Design systems for less friction, more clarity.
