Amazon SageMaker Studio setup faster, includes model customization permissions
Amazon SageMaker Studio now sets up in under twenty seconds, a significant reduction from previous setup times. This accelerated setup process automatically configures serverless model customization permissions, simplifying the process for ML engineers and data scientists. A new managed policy, AmazonSageMakerModelCustomizationCoreAccess, is now attached by default for new environments, reducing manual IAM configuration. This feature is available in all supported AWS Commercial Regions.
- →Automatic serverless model customization permissions
- →SageMaker Studio quick setup reduced to under 20 seconds
- →Guidance for existing Studio environments
- →Availability and Getting Started
Features (1) ›
- Automatic serverless model customization permissions
New SageMaker Studio environments now automatically include serverless model customization permissions. A new managed policy, AmazonSageMakerModelCustomizationCoreAccess, is attached to grant necessary permissions for fine-tuning, evaluation, and deployment to SageMaker or Bedrock endpoints, eliminating manual IAM role configuration.
Enhancements (1) ›
- SageMaker Studio quick setup reduced to under 20 seconds
The setup time for Amazon SageMaker Studio has been reduced from over two minutes to under twenty seconds, allowing users to quickly access their environment for ML pipelines, data exploration, and model development.
Notes (2) ›
- Guidance for existing Studio environments
Existing SageMaker Studio environments will receive actionable messages with links to documentation to help users add the new serverless model customization permissions manually.
- Availability and Getting Started
This feature is available in all AWS Commercial Regions where Amazon SageMaker Studio is supported. Users can create a new Studio environment using quick setup in the SageMaker AI Console or refer to the documentation for more details.
https://aws.amazon.com/about-aws/whats-new/2026/01/quick-setup-model-customization-sagemaker-studio/