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# Amazon SageMaker notebooks now support trusted identity propagation

**[AWS](https://daily.dev/sources/aws)** · 1 min read · 0 upvotes · 0 comments

## Summary

Amazon SageMaker Notebooks now support Trusted Identity Propagation (TIP) with Amazon Athena, Amazon Redshift, and Amazon EMR Serverless. When a notebook connects to a TIP-enabled compute within a TIP-enabled Project, each user's IAM Identity Center identity flows through to AWS Lake Formation, restricting visible tables, columns, and rows to what that individual's permissions allow instead of relying on a single shared execution role. This delivers per-user data boundaries, full CloudTrail audit attribution of which user accessed what data, and less admin overhead since identity propagates automatically without extra login, token, or role management. The feature is available in all AWS Regions where Amazon SageMaker Unified Studio is offered.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://aws.amazon.com/about-aws/whats-new/2026/08/amazon-sagemaker>

## Questions this post answers

### How does trusted identity propagation work with Amazon SageMaker notebooks?

When a SageMaker notebook connects to a TIP-enabled compute within a TIP-enabled Project, the individual notebook user's IAM Identity Center identity flows through to AWS Lake Formation, so that user sees only the tables, columns, and rows their own permissions allow, rather than everyone sharing one broad execution role.

_Teams enforcing per-user data access on AWS can track infra changes like this via daily.dev._

### Which AWS analytics services support trusted identity propagation from SageMaker notebooks?

Amazon Athena, Amazon Redshift, and Amazon EMR Serverless support trusted identity propagation when accessed from Amazon SageMaker notebooks. This enables per-user access control enforced through AWS Lake Formation instead of a shared IAM role, along with CloudTrail audit records showing which user accessed which data.

_daily.dev helps engineers evaluating AWS analytics access controls stay current on such integrations._

### Do developers need to manage extra tokens or roles for per-user data access with SageMaker trusted identity propagation?

No, identity propagates automatically through the existing compute connection once trusted identity propagation is enabled, requiring no extra login, token, or role management. This reduces administrative overhead while still enforcing per-user data boundaries and full audit attribution via CloudTrail.

_Admins simplifying AWS identity management can follow updates like this through daily.dev._

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