Multi-cloud lakehouse architecture on AWS for Agentic AI, Part 1: Architecture and best practices
Article Written: July 13, 2026
Added: July 26, 2026
Type: tech1
Summary
The article discusses the challenges and solutions associated with building a multi-cloud lakehouse architecture on AWS specifically for Agentic AI applications. It emphasizes the need for interoperability among diverse data platforms and outlines a high-level architecture that integrates metadata catalogs and context layers to enable AI agents to access enterprise data seamlessly. The article also highlights best practices and trade-offs involved in unifying data access across various environments while ensuring governance and compliance. This is the first part of a series that will delve deeper into implementation and integration strategies.