BUILDING
IA

Insurance Claims Adjudication Agent

Automated multi-agent policy verification

AI / FinTech

Technologies Used

Python
LangGraph
Pydantic Log
FastAPI
Groq

Insurance Claims Adjudication Agent

An intelligent multi-agent framework built to ingest, cross-reference, and validate medical or generic insurance claims against dense policy boundaries to detect anomalies and automate approvals.

Features

  • Multi-agent task breakdown distributing claim ingestion, policy matching, and fraud check responsibilities
  • Deterministic execution routing ensuring absolute compliance with structural claim rules
  • Human-in-the-loop validation checkpoints for edge-case billing codes and high-value claim exceptions
  • Structured Pydantic outputs optimizing downstream database logging and claims processing speed