AI Governance Institute
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AIUC

AIUC refers to Artificial Intelligence Use Cases, the specific applications and implementations of AI systems within organizations that must be tracked, documented, and governed. Understanding and cataloging AIUCs is critical for enterprises because it enables comprehensive risk assessment, ensures compliance with regulatory requirements, and helps organizations maintain visibility across their AI deployments. Effective AIUC management allows governance teams to apply appropriate controls, audit trails, and impact assessments to each distinct application rather than treating AI governance as a monolithic enterprise-wide policy.

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