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

What happened

The third post in our semantic-layer series builds a governed customer 360 model on Amazon Redshift with AtScale, then 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, not the prompt.

Summary assembled by rule from the sources below

Timeline

1. 15:33
   First appeared on AWS Machine LearningAAWS Machine Learning
2. 15:36
   AWS Machine Learning posted a follow-upAAWS Machine Learning
3. 15:39
   AWS Machine Learning posted a follow-upAAWS Machine Learning

Sources