SageMaker Canvas built model - Does the model exist after the owner is deleted?

Hello yeeun choi,

When a SageMaker Canvas user who created and shared a model is deleted, the behavior regarding model access depends on a few factors:

1. Model Storage:

• Models built in SageMaker Canvas are stored in Amazon S3 buckets
• The models themselves remain in S3 unless explicitly deleted
• Access to these models is controlled through IAM permissions

2. Shared Access:

• If proper IAM permissions are in place, shared users can continue to access the model
• The model's functionality isn't directly tied to the original creator's account
• However, permissions need to be properly configured to maintain access

3. Best Practices:

• Transfer model ownership before deleting the creator's account
• Ensure shared users have proper IAM roles and permissions
• Document model details and access requirements
• Consider creating a service account for critical models

4. Potential Issues:

• Permission configurations might need adjustment
• Access to related resources might be affected
• Model monitoring and updates might require new ownership

To ensure continued access:

1. Review and update IAM permissions
2. Transfer model ownership if possible
3. Document model access requirements
4. Test access after any account changes

Hope this is helpful!