POC Architect by ATeam

Understand it, design it, cost it, guard it, then build it. A staged process for AI proofs of concept: handover, teach-back and challenge round, cheapest-first architecture across Claude and OpenAI with a running-cost ceiling, guardrail review, Product Owner approval, and a lean test-first build.