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Enhance governance with metadata enforcement rules in Amazon SageMaker | Amazon Web Services

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Enhance governance with metadata enforcement rules in Amazon SageMaker | Amazon Web Services

With metadata rules, domain owners can define mandatory metadata fields that data users must complete when publishing assets to the catalog or requesting access to data. For example, a financial services organization can require producers to classify data before publication, and consumers to provide project details and compliance evidence as part of an access request. Healthcare providers can use metadata rules to enforce metadata standards to align with patient data regulations.

Metadata rules also enable the creation of custom approval workflows for subscriptions to assets, using collected metadata to facilitate access decisions or auto-fulfillment—outside of Amazon SageMaker.

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Date: April 1, 2025