Agentic InsightsRetained Chief AI Officer
AI strategy, shipped with operating control.
I help revenue-stage teams turn scattered AI experiments into production systems with owners, launch gates, observability, and measurable business impact.
AWS Certified AI Practitioner
30+ years building production software
Claude, AWS Bedrock, and agent infrastructure
What I help with
Fewer claims. Clearer operating work.
AI operating model
Pick the few bets worth funding, assign owners, and turn the roadmap into a delivery cadence.
Production readiness
Add evaluations, observability, review gates, and rollback paths before AI reaches customers.
Context engineering
Move expert workflow knowledge into durable prompts, docs, tests, APIs, and handoff loops.
Agentic commerce
Design agent workflows with payment modes, receipts, refunds, and human accountability intact.
Good fit
You have real operations, real customers, and AI work that needs to stop living in demos.
Best fit is a founder, operator, or product leader who wants a senior technical partner to connect strategy, implementation, and accountable launch decisions.