The Amazon SageMaker Lakehouse Architecture now supports Tag-Based Access Control for federated catalogs

AWS has announced an expansion of tag-based access control (TBAC) for the Amazon SageMaker Lakehouse Architecture, enabling more sophisticated and scalable data permissions across multiple data sources.

• TBAC now supports federated catalogs including Amazon S3 Tables, Amazon Redshift, DynamoDB, MySQL, PostgreSQL, and others
• Allows administrators to create fine-grained access controls using tags instead of managing individual resource permissions
• Enables automatic permission inheritance when tags are applied to data resources
• Supports integration with services like Amazon Redshift, Athena, EMR, AWS Glue, and SageMaker Unified Studio
• Beneficial for organizations implementing data mesh architectures and maintaining regulatory compliance

The solution demonstrates how organizations can implement tag-based access control across data warehouses and data lakes, reducing operational overhead and improving data governance.