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AWS Machine Learning Blog
AWS Machine Learning Blog
7/14/2026
The original title is "Multi-agent social intelligence with Strands Agents and Amazon Bedrock"

The original title is "Multi-agent social intelligence with Strands Agents and Amazon Bedrock"

Original: Multi-agent social intelligence with Strands Agents and Amazon Bedrock

Short summary

Thrad.ai built a multi-agent sales pipeline using Strands Agents and Amazon Bedrock AgentCore that automates prospect discovery through personalized email generation. The article benchmarks Swarm vs Graph orchestration patterns on latency, cost, and email quality, and details prospect scoring with weighted criteria, intent classification, and temporal decay. Production governance controls for deployment are also covered.

  • Multi-agent system automates prospect discovery to personalized email generation using Strands Agents and Amazon Bedrock AgentCore
  • Swarm vs Graph orchestration patterns benchmarked on latency, cost, and email quality
  • Prospect scoring uses weighted criteria, intent classification, temporal decay, plus governance controls for production

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