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Build a semantic layer for agentic AI on AWS with AtScale and Amazon Bedrock AgentCore

AWS Machine Learning Blog · Oct 20, 2026 · Engineering Insights

AtScale exposes a single dimensional semantic model to AI agents and BI tools via MCP, SQL, and XMLA simultaneously

AWS published the third post in a series on semantic layers for agentic AI, this time using AtScale's dimensional modeling approach with Amazon Bedrock AgentCore. The architecture allows a Strands agent and existing BI tools to query the same computed metrics from one deployed model, with identity-propagated RBAC enforced at the semantic layer rather than in prompts. The pattern is a reusable enterprise blueprint for consistent, governed AI analytics on AWS.

semantic-layer agentic-ai aws-bedrock mcp enterprise-ai data-governance atscale

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