Why it matters

Governance council shapes AI risk. Understanding shapes org.

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The architecture

Regular meetings (weekly / biweekly).

Reviews high-risk AI use cases.

Approves policies + exceptions.

AI governance councilCross-functionalleg + sec + eng + prod + riskReviews use caseshigh-riskApproves policiesexceptionsCharter + cadence + escalation paths + published minutes for transparency
AI governance council.
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How it works end to end

Explicit charter + scope.

Escalation path for urgent.

Meeting minutes tracked.

Metrics on decisions.