Perspectives on enterprise AI delivery
Practical writing on governance, knowledge systems, modernization, and leadership — from the team building production AI systems.
“Insights from the work of moving AI into production.”
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Thoughts from our work helping organizations move AI from pilot to production.
AI Governance
Why your AI gateway belongs in production infrastructure
Ad-hoc LLM integrations create blind spots. A governed gateway gives you the control plane enterprise teams actually need.
Knowledge AI
Building RAG assistants that teams trust
Accuracy, permissions, and evaluation matter more than model choice. Here is how we approach knowledge assistants that survive contact with real users.
Modernization
Modernizing legacy systems with native AI — not bolt-ons
Bolting AI onto legacy architecture creates fragile integrations. Native embedding requires rethinking data flows and system boundaries.
Leadership
When fractional AI leadership beats hiring full-time
Not every organization needs a permanent CAIO on day one. Fractional leadership can unblock strategy, delivery, and hiring in parallel.
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