Hands-On Project: Build a SmartClaims AI Insurance Agent using Microsoft Foundry
Build a production-ready AI Insurance Claims Assistant that can analyze policies, process claims, detect fraud risks, and fetch real-time regulatory updates.
Build a SmartClaims AI Insurance Agent using Microsoft Foundry
Build a real enterprise-grade AI insurance solution that automates policy understanding, claims analytics, fraud detection, business workflows, and real-time regulatory intelligence using Microsoft Foundry, Azure OpenAI, FastAPI, and Azure Cloud.
Ideal For Professionals in:
Project Overview
Insurance companies process thousands of claims daily. Manual review of policy documents, claim records, and fraud checks is time-consuming and inefficient.
SmartClaims is designed to automate these tasks using an intelligent AI agent capable of:
- Understanding insurance policies
- Analyzing claims datasets
- Detecting fraud risk indicators
- Answering policy questions
- Retrieving real-time regulatory updates
💡 What You Will Build
Multi-Tool AI Agent
Create a Python-based AI agent using Microsoft Foundry Agent Service.
- Understands user queries
- Uses multiple tools automatically
- Executes business logic
- Provides intelligent responses
Policy Document Intelligence (RAG)
Implement Retrieval-Augmented Generation to enable the agent to search and understand insurance policy documents.
- Retrieve relevant sections from documents
- Answer policy coverage questions
- Turn static files into a searchable knowledge base
Claims Data Analytics with Code Interpreter
- Analyze claims datasets
- Identify fraud indicators
- Generate insights and trends
- Create visualizations from natural language queries
Business Logic Automation
- Check claim status
- Calculate fraud risk scores
- Execute business rules
- Return structured responses
Real-Time Web Search Integration
- Fetch latest insurance regulations
- Retrieve industry updates
- Provide real-time insights
Full-Stack AI Web Application
- Upload claims datasets (CSV)
- Upload policy documents (TXT/MD)
- Ask questions through a chat interface
- Run analytics and fraud detection
Deploy to Azure Cloud
- App Service deployment
- Managed Identity authentication
- Environment configuration
- Secure cloud hosting
Key Outcomes
Skills You Will Gain
Why This Project Matters
Insurance organizations are rapidly adopting AI to automate claim processing and reduce fraud losses.
This project shows how to build enterprise-grade AI systems, not just experiments.
SmartClaims becomes your portfolio-ready proof of real AI engineering skills.
What our learners Say
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