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AI Governance Institute

Practical Governance for Enterprise AI

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Enterprise AI Risk

Enterprise AI risk refers to the potential negative outcomes and uncertainties associated with deploying artificial intelligence systems across an organization, including operational failures, financial losses, reputational damage, and regulatory penalties. This encompasses technical risks like model bias and performance degradation, as well as broader organizational risks such as inadequate governance, insufficient training, and misalignment with business objectives. Understanding and managing enterprise AI risk is critical for governance because it directly affects compliance with regulations, stakeholder trust, and the organization's ability to derive sustainable value from AI investments.

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