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From AI Chaos to AI Confidence: The Strategic Competencies Framework

Michael Hirsch

Michael Hirsch

Product Leadership + AI Expert

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Most product teams approach AI adoption chaotically—some people experimenting with ChatGPT, others avoiding it entirely, with no clear strategy for building team-wide capabilities. This framework gives you the 6 essential competencies every product team needs to move from random AI experiments to strategic AI advantage.


Whether you're a product leader building AI-ready teams or a PM wanting to level up your own capabilities, this framework gives you the structured approach that separates successful AI adoption from expensive experiments.

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