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Practical Governance for Enterprise AI

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AI Governance Operating Model

An AI governance operating model is the organizational structure, roles, responsibilities, and decision-making processes that companies establish to oversee AI systems and ensure compliance with regulatory requirements. It defines how governance functions like risk assessment, model validation, and audit oversight are distributed across teams, whether centralized in a dedicated AI office or federated across business units. Effective operating models are critical for enterprises to scale AI responsibly while maintaining clear accountability, reducing fragmentation, and ensuring consistent application of governance policies across the organization.

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