How LendingTree built a multi-agent mortgage assistant on Amazon Bedrock
Not a pilot. LendingTree deployed multi-agent mortgage assistant across production using Bedrock, LangGraph, and MCP.
Why it matters
A real financial-services deployment shows how enterprises are moving agents from proof-of-concept to 24/7 production systems with compliance guardrails. The architecture (three coordinated agents, MCP integration, Nova models) is a blueprint practitioners in regulated industries will study.
The key facts
12 to knowLendingTree deployed multi-agent mortgage assistant on Amazon Bedrock
Architecture: three coordinated agents using LangGraph and Model Context Protocol
Amazon Nova models with built-in guardrails
24/7 personalized mortgage guidance delivery
Financial-services compliance requirements met
Production deployment (not pilot)
Three coordinated agents deployed in production
Built on Amazon Bedrock with Amazon Nova models
Uses LangGraph for agent orchestration
Implements Model Context Protocol
Built-in guardrails for financial-services compliance
Financial services use case (regulated industry)
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: Learn how LendingTree built a production multi-agent mortgage assistant on Amazon Bedrock. Three coordinated agents use LangGraph, the Model Context Protocol, and Amazon Nova models with built-in guardrails to deliver 24/7 personalized mortgage guidance while meeting strict financial-services…