AI Reports · Amazon · 2026-10-20 · Blog / commentary
Build a semantic layer for agentic AI on AWS with AtScale and Amazon Bedrock AgentCore
The third post in the series builds a governed customer 360 model on Amazon Redshift with AtScale and exposes it to a Strands agent on Amazon Bedrock AgentCore through the AtScale MCP server. Identity propagation, RBAC, row security, and full query audit are enforced at the semantic layer rather than in the prompt. The dimensional model is authored in the open, YAML-based Semantic Modeling Language and is exposed from a single deployed model over SQL, XMLA, and MCP.