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Standardization
Standardization in AI governance refers to the establishment of consistent frameworks, methodologies, and technical specifications that organizations apply across their AI systems and practices. This includes adopting widely recognized standards like ISO/IEC 42001 for AI management systems, NIST AI Risk Management Framework, and industry-specific guidelines that ensure interoperability and reproducibility. For enterprises, standardization is critical because it reduces compliance complexity, enables risk assessment comparability, facilitates vendor evaluation, and allows teams to apply proven best practices rather than building custom approaches for each AI initiative.
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