AI Governance Operating Model: Roles, Committees, and Decision Rights
The most common AI governance failure isn't missing policy — it's ambiguous accountability. When the CISO, legal, and product all have partial ownership over AI risk, the result is gaps, delays, and duplicated effort. Understand the model layer of AI governance: the roles, committees, escalation paths, and decision rights that turn policy intent into consistent organizational behavior.
The most common AI governance failure isn't missing policy — it's ambiguous accountability. When the CISO, legal, and product all have partial ownership over AI risk, the result is gaps, delays, and duplicated effort. Understand the model layer of AI governance: the roles, committees, escalation paths, and decision rights that turn policy intent into consistent organizational behavior.
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