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Mar 2, 2026 · Product Management

When AI Becomes a KPI: The Real Dilemmas Facing AI Product Managers

The article dissects four common AI implementation pitfalls that trap product managers, explains why treating AI as a KPI leads to role confusion, and offers concrete screening criteria, embedded process redesign, and a mindset shift to move from execution tool to strategic decision‑maker.