Extend data governance frameworks to address AI-specific requirements. Covers data sheets, lineage tracking, consent management, and retention policies tailored for machine learning. Addresses training data provenance, synthetic data usage, and data minimization principles. Integrates with existing data governance programs while addressing unique challenges of model development. Supports GDPR, CCPA, and sector-specific data protection requirements.
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