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Enhance governance with metadata enforcement rules in Amazon SageMaker
- Amazon SageMaker Catalog now supports metadata rules to enforce metadata standards across data publishing and subscription workflows within the Amazon SageMaker Unified Studio portal.
- Metadata rules ensure required information compliance when creating subscription requests or publishing data assets, facilitating alignment with organizational standards.
- By standardizing metadata practices, Amazon SageMaker Catalog enhances compliance, audit readiness, and access workflows efficiency.
- Use cases for metadata rules include enforcing metadata fields like Model Year, Region, and Compliance Status for data publishing or subscription requests.
- Key benefits of metadata enforcement rules include enhanced control for domain owners and support for custom workflows in fulfilling subscriptions.
- Setting up metadata enforcement rules involves creating domain units, metadata forms, and enforcing rules for asset publishing or subscription requests.
- To publish assets with metadata rules, domain admins set up rules and metadata forms that must be adhered to before assets can be published to the catalog.
- For asset subscription, domain admins create rules specifying the required metadata fields that subscribers need to provide when requesting access to data assets.
- The new metadata enforcement rule in Amazon SageMaker strengthens data governance by allowing domain unit owners to set clear metadata requirements for users, ensuring a governed data workflow experience.
- This feature enables organizations to align with metadata standards, implement custom workflows, and enhance data governance practices for access requests.
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