AI Product Manager — Role Alloy

The AI Product Manager alloy is the composition for people who ship AI products and need technical literacy plus product judgment — enough to scope what is feasible, evaluate quality honestly, and reason about cost, risk, and governance, without necessarily writing the model code. It blends the conceptual core (how models, prompting, RAG, agents, and evaluation actually work), the operator-level judgment of where AI creates value versus risk, and the governance and reliability awareness that keeps a launch defensible. As an Alloy it maps the role to demonstrable competencies and routes you through the gaps.