Production AI thinking for serious teams.
Practical frameworks and engineering guidance for leaders and builders moving from GenAI ambition to operated systems. English, vendor-neutral, enterprise-first.
The Production AI Maturity Model
A practical maturity model for enterprise GenAI: from demos and pilots to evaluated, governed, operated platforms your team can own.
Why most GenAI pilots never pass security review
The common reasons enterprise GenAI pilots stall in security, legal, and procurement — and how to design systems that survive review.
RAG that survives permissions, freshness, and citations
How to design retrieval-augmented generation for enterprise production: access control, source quality, freshness, citations, latency, and evaluation.
Designing multi-agent systems with human approval
How to build agentic and multi-agent enterprise workflows with tool boundaries, escalation paths, human-in-the-loop controls, and production observability.
Prefer checklists over essays?
Use the resource library for production AI, RAG, and agent safety checklists.