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AWS Teams Detail Deep Insight Multi-Agent Architecture for Data Analysis
The AWS Solutions Architecture team open-sourced Deep Insight, a production multi-agent system addressing workflow orchestration and safe execution.
AWS shared findings from building Deep Insight, an open-source multi-agent system that automates data analysis workflows. The architecture coordinates specialized agents—including Coordinator, Planner, Supervisor, and Coder—using Strands Agents SDK and Amazon Bedrock, addressing challenges in business logic enforcement and isolated execution.
Key takeaways
- AWS structured Deep Insight with eight specialized agents using Claude models matched to task complexity, from Haiku for routing to Opus for planning.
- The deployment incorporates human-in-the-loop plan reviews, isolated code execution on AWS Fargate containers, and Amazon Bedrock AgentCore runtime.
Source：AWS Machine Learning Read the original ↗
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