Insurance Chatbot

AI powered eligibility assistant serving 500K+ customers

Users
Accuracy
Beta Launch
Challenge

Customers needed instant access to eligibility checks 24/7, creating massive call center volume and long wait times.

Solution

Production grade RAG pipeline with custom agentic workflow managing complex insurance logic and policy rules. Started with coverage questions, evolved to handle complex queries about changing family doctors, coverage details, and more.

Delivery

Full stack architecture to deployment. Built automated evaluation framework, scaled from 2K beta users to 500K+ with Kubernetes CI/CD.

Results

Thousands of messages answered daily in few seconds with precise information. 98% accuracy, eliminated wait times, significant call deflection.

Tech Stack

Azure OpenAI
Python
LangFuse
🚅
Docker & Kubernetes