tag: LangGraph

LendingTree deployed a production-ready mortgage assistant using three coordinated agents on Amazon Bedrock, leveraging LangGraph, Model Context Protocol, and Amazon Nova models to provide 24/7 personalized guidance while staying compliant with financial regulations. The setup demonstrates how to build sophisticated AI systems that actually work in regulated industries without cutting corners on safety.

Discover how to architect a multi-agent AI system for market surveillance using LangGraph for workflow orchestration and Strands for agent reasoning on Amazon Bedrock AgentCore. The guide covers state-driven orchestration, checkpoint-based recovery, and built-in memory and observability features to keep your agents sharp and reliable.