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IntelliClaim AIPowered Insurance Claims Processing

IntelliClaim is an AI-powered insurance claims processing system that leverages GPT-5 through the AI/ML API to automate insurance policy analysis and claims adjudication. The system processes PDF, DOCX and email.

Core trick

Retrieves policy clauses from PDF, DOCX, and email via clause-aware retrieval, feeding a multi-agent GPT-5 pipeline that adjudicates claims with explainable decisions.

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Ranveersingh1113/intelliclaim-project★ 00 forksPythonCreated Aug 24, 2025 · last push Oct 26, 2025

README excerpt

# IntelliClaim - AI-Powered Insurance Claims Processing

## 🎯 Project Overview

IntelliClaim is a next-generation AI-powered document processing system designed for insurance claims adjudication. It uses advanced RAG (Retrieval-Augmented Generation) technology with GPT-5 through AIMLAPI to provide intelligent, explainable decisions on insurance claims.

## ✨ Key Features

- **🤖 GPT-5 AI Integration**: Powered by OpenAI's GPT-5 through AIMLAPI for intelligent reasoning
- **📄 Multi-Format Support**: PDF, DOCX, and email document processing
- **🧠 Multi-Agent RAG Pipeline**: Specialized agents for query understanding, retrieval, and decision making
- **🎯 Clause-Aware Retrieval**: Insurance-specific keyword biasing and context windowing
- **⚡ Async Processing**: Efficient document processing with intelligent chunking
- **📊 Real-time Analytics**: Processing metrics and success rates
- **🛡️ Production Ready**: Robust error handling and fallback mechanisms
- **🔍 Intelligent Context Building**: Dynamic chunking with relevance scoring

## 🚀 Current Status

✅ **Backend**: Fully functional with GPT-5 AI integration via AIMLAPI  
✅ **Frontend**: Modern React UI with Tailwind CSS  
✅ **RAG Pipeline**: Multi-agent system with specialized agents  
✅ **Document Processing**: PDF/DOCX/Email with intelligent chunking  
✅ **API Endpoints**: Complete REST API with health checks  
✅ **Vector Storage**: ChromaDB with sentence-transformers embeddings  
✅ **Error Handling**: Comprehensive fallbacks a

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