Engineering agency building operational infrastructure for EU manufacturing, e-commerce, and tourism businesses — connecting shopfloors, ERP systems, and AI workflows.

• ERP & Core Business Systems We implement, extend, and maintain Odoo (v17–v19) platforms aligned with actual operational processes. We develop custom modules, resolve migration bottlenecks, and implement regulatory compliance integrations, including Poland's KSeF 2.0 electronic invoicing.

• Industrial IoT & Shopfloor Execution We connect shopfloor machinery directly to management systems. Utilizing Modbus TCP bridges and dedicated operator kiosks, we capture production metrics and synchronize work center statuses with Odoo MRP in real time.

• AI Infrastructure & Retrieval Systems We build deterministic AI pipelines, custom Model Context Protocol (MCP) servers, and local RAG architectures on FAISS. We orchestrate specialized models via OpenRouter (DeepSeek, Gemini, Qwen, Moonshot/Kimi, GLM) and run local ASR (faster-whisper) for internal knowledge access and workflow automation.

• Enterprise Integrations & Telephony We bridge external communication and marketing services into central CRM and ERP workflows, integrating VoIP telephony (Zadarma), automated chat channels (SendPulse), and server-side tracking (Meta CAPI).

We approach software delivery through structured technical discipline:

1. Specification Before Code: Requirements, data schemas, and edge cases are fully defined prior to execution.
2. Model Orchestration: Workflows use multi-model pipelines routed through OpenRouter, matching specific models to extraction, transformation, or reasoning tasks.
3. Mechanical Verification: Pipelines enforce automated linting, type checks, and schema validation at every boundary.
4. Live Execution Testing: Systems are validated through end-to-end runtime runs against actual target states rather than theoretical unit assertions alone.

• Website: fayna.agency
• CTO: Volodymyr Shevchenko · GitHub · LinkedIn
• Base: Poland