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Most organizations think they have AI governance because someone in legal drafted a policy and got it signed off. They don't. A policy sitting in a shared drive doesn't know where your AI is actually running. It doesn't flag it when a model drifts. It doesn't do a single thing when an employee routes a client file thro

Governance, people, data, and process are not sequential steps. They are four load-bearing walls, and in regulated industries, a crack in any one of them shows up as risk somewhere else. Here is where each pillar actually breaks down today, and what the data says about the gap between where most organizations sit and w









