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Thinking Out Loud on AI

Essays on agentic AI in production, AI governance, and what it actually takes to move enterprise AI from ambition to outcomes.

  1. The AI Use Case You Shouldn't Build

    Most enterprise AI programs don't stall because the model failed. They stall because someone built a workflow the platform vendor was already planning to automate. The sequencing question that changes the value case.

    Agentic AIEnterprise AICAIOAI Strategy
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  2. The Compliance Deck Isn't the Operating Model

    Why EU AI Act enforcement will expose the gap between AI governance strategy and AI governance reality — and what to do about it before August 2.

    AI GovernanceEU AI ActEnterprise AIAgentic AI
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  3. What Scaled: The Only AI Question That Matters in 2026

    The 2026 AI executive market has stopped rewarding people who can build agents and started rewarding the few who can make them survive production. Here's what that shift looks like from inside the work.

    Agentic AIEnterprise AIAI LeadershipFortune 50
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