SageMaker Data Agent integrates business context from SageMaker Catalog
Amazon SageMaker Data Agent now integrates with SageMaker Catalog's business context and metadata, allowing data practitioners to use business terms for data discovery and code generation. This feature leverages curated business context from sources like Collibra and Atlan to improve accuracy and efficiency. It supports natural language queries for data retrieval and code generation, respecting data governance policies. This integration is available in SageMaker Unified Studio notebooks and Query Editor across supported AWS Regions.
- →SageMaker Data Agent integrates with SageMaker Catalog for business context
- →Improved data discovery and code generation accuracy
- →Data governance features enhance security and compliance
- →Maximizes existing catalog investments and reduces time-to-insight
- →Availability in SageMaker Unified Studio
Features (3) ›
- SageMaker Data Agent integrates with SageMaker Catalog for business context
The SageMaker Data Agent now leverages business context and metadata from SageMaker Catalog, including data synced from Collibra, Atlan, and Alation. This allows users to discover datasets and generate SQL/Python code using business terminology instead of technical table names.
- Improved data discovery and code generation accuracy
By understanding business context, the Data Agent can identify correct tables and columns for queries like "Calculate customer retention rate." It generates more accurate code on the first attempt and plans multi-step workflows with the correct sequence of transformations.
- Data governance features enhance security and compliance
The Data Agent respects data governance by checking subscription status and providing access request links when necessary. This ensures data access aligns with organizational policies.
Enhancements (1) ›
- Maximizes existing catalog investments and reduces time-to-insight
Organizations can leverage their curated SageMaker Catalog investment without altering current data workflows. This integration aims to reduce time-to-insight and enable data teams to operate using business language.
Notes (1) ›
- Availability in SageMaker Unified Studio
This integration is available in SageMaker Unified Studio notebooks and Query Editor in all AWS Regions where Amazon SageMaker Unified Studio is offered.
https://aws.amazon.com/about-aws/whats-new/2026/06/amazon-sagemaker-data-agent-bdc/