Multi-agent social intelligence with Strands Agents and Amazon Bedrock

AWS Machine Learning · 6 days ago

Thrad.ai built a multi-agent system using Strands Agents and Amazon Bedrock to automate lead research across six social platforms (Hacker News, Reddit, Stack Overflow, GitHub, dev.to, ProductHunt), reducing manual research time from 30-45 minutes per lead to an automated pipeline. The system deployed two orchestration patterns—Swarm and Graph—with Graph achieving 32-second average latency and $0.06 cost per prospect versus Swarm's 45 seconds and $0.08 cost, though Swarm produced higher email quality (8.2 vs 7.6 on human rating). Organizations can now automatically discover buying signals across multiple sources, score prospects 0-100 using weighted criteria and temporal decay, and generate personalized outreach at scale.