Summary

The article discusses the implementation of agentic AI applications using a modern data mesh strategy on AWS. It emphasizes the need for fine-grained access control across multiple data sources to ensure governance and security. The authors outline a serverless architecture that integrates various AWS services, including Amazon S3, AWS Lake Formation, and Amazon Athena, to create a governed data mesh. Key architectural changes are highlighted, including the use of S3 Tables and S3 Vectors for optimized data handling and access control.

💭 Your Thoughts

Quite surprised that Amazon S3 Vectors and Table can save so much cost. Using Lambda to control the access of every agent's tools invoke is good design idea.

Data Problems Addressed

Technologies Referenced