Risk Register

A risk register is a documented inventory of identified risks that an organization maintains to track potential threats to its AI systems, projects, and operations. In AI governance, it serves as a central tool for recording risk descriptions, likelihood assessments, potential impacts, and mitigation strategies specific to machine learning models, data pipelines, and algorithmic decision-making. Effective risk registers enable enterprises to prioritize governance efforts, demonstrate compliance readiness to regulators, and ensure accountability by assigning ownership for risk responses across technical and business teams.

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