Case Studybedrock agentcoreagentsknowledge graphrow level security
AWS Builds Customer Agent CAKE To Unify Data
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8.2
AWS describes CAKE, a customer-centric chat agent built with Amazon Bedrock AgentCore to unify siloed customer data across Neptune, DynamoDB, OpenSearch Service, and external web sources, enforcing row-level security and delivering conversational insights in under 10 seconds. The post outlines a multi-agent supervisor, parallel retrievers, GraphRAG reasoning chains, and production engineering practices for reliable, auditable customer intelligence.
Scoring Rationale
Provides actionable, credible enterprise agent architecture, but incremental novelty beyond existing multi-agent patterns limits transformative impact.
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