Use Amazon SageMaker custom tags for project resource governance and cost tracking

This article explains how to use custom tags in Amazon SageMaker Unified Studio projects for resource governance and cost tracking across organizations.

• SageMaker administrators can configure project profiles with standardized tag configurations
• Tags are automatically applied to all resources created by projects using that profile
• Supports both fixed tags and editable tags with default values during project creation
• Enables enforcement of organizational tagging standards and service control policies
• Facilitates accurate cost attribution reporting across multi-account setups
• Feature available via API and Amazon DataZone SDKs with AWS CLI support
• Requires updating IAM provisioning role to permit specific tag keys
• Tags applied to project resources including IAM roles, CloudFormation stacks, and AWS services

This feature helps organizations enforce consistent tagging practices across SageMaker projects while maintaining compliance with corporate policies and enabling better cost tracking.