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Data Retention
Data retention refers to the policies and practices governing how long organizations keep personal data, transactional records, and other information assets before deletion or archival. This is critical for AI governance because machine learning models are only as reliable and compliant as their training data, making retention schedules essential for managing bias, privacy risk, and regulatory exposure. Organizations must align data retention with legal obligations like GDPR and industry standards while ensuring that models are not perpetuating outdated or sensitive information that should have been purged.
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