Accelerate data governance with custom subscription workflows in Amazon SageMaker

This article discusses a custom workflow for automating subscription request approvals in Amazon SageMaker, providing organizations with a scalable and efficient data governance solution.

• Leverages serverless architecture using AWS Lambda, EventBridge, and SNS
• Enables automatic approval of subscription requests for non-sensitive datasets
• Reduces administrative overhead while maintaining governance controls
• Provides real-time processing of approval requests
• Maintains comprehensive audit trails through AWS CloudTrail

The solution automates the subscription approval workflow by creating a Lambda function that automatically accepts subscription requests, sends notifications, and grants access through AWS Lake Formation, streamlining data access for organizations.