AWS has published guidance on implementing agentic AI applications using a modern data mesh strategy on its cloud platform. The article addresses architectural approaches for building AI agents that can operate effectively within distributed data environments. The publication aims to assist organizations in structuring their data infrastructure to support autonomous AI systems.