Amazon SageMaker Unified Studio Supports Permissions Boundaries for SCP Compliance

Custom IAM permissions boundaries enable organizations to enforce security policies when provisioning SageMaker projects.

By Clara Morgan · Editorial pseudonym · 2026-06-01 · 1 min read

AI-ASSISTED REPORTING · RETROSPECTIVE ARCHIVE

Retrospective edition: 2026-06-01. Source published: 2026-06-01. Added to this archive: 2026-11-03. This briefing was prepared later from the linked announcement; it was not published on this website on the historical edition date.

Amazon SageMaker Unified Studio introduced support for custom IAM permissions boundaries, meeting requirements of organizations enforcing Service Control Policies (SCPs). When projects are created, associated IAM roles include the specified permissions boundary automatically.

This ensures projects comply with predetermined security limits without administrator intervention and maintains control over role permissions as new projects are added. The feature applies blueprint-level boundaries across all regions offering SageMaker Unified Studio, facilitating SCP-compliant adoption.

Source & further reading

Amazon SageMaker adds permissions boundaries for SCP compliance ↗

Source published 2026-06-01. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.