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Knowledge Challenge

A friend thinks you can answer this question about AI Team Structure

You're a 200-engineer SaaS company with 4 AI features in production across 3 product squads. Each squad built its own evaluation harness, its own prompt management, and its own RAG pipeline. Inference cost varies wildly between squads. What's the right next move?