ClaimBot AI — Intelligent Insurance Claims Processing

ClaimBot AI is an intelligent claims processing platform for P&C insurance carriers, TPAs, and self-insured employers. Insurance claims processing is slow, expensive, and inconsistent. A typical property claim takes 14–21 days and costs $400–$900 to process. ClaimBot automates straight-through processing for routine claims and intelligently routes complex ones.

The Problem:

The AI Solution:

ClaimBot uses a multi-stage AI pipeline:

1. Intake & Classification — parses claim submissions (email, photo, web form) and classifies type/severity in seconds

2. Document Extraction — extracts data from police reports, medical records, repair estimates, and invoices using vision AI

3. Fraud Scoring — cross-references claim details against fraud pattern database and social signals

4. Straight-Through Processing — auto-approves routine claims under threshold with audit trail

5. Adjuster Assist — complex claims go to adjusters with pre-filled summaries, recommended reserves, and similar past claims

How It Helps Insurance:

Carriers using ClaimBot process 70% of auto glass and minor property claims without human touch. Average cycle time drops from 14 days to 48 hours for straight-through claims. Customer satisfaction (NPS) jumps 25 points. One regional carrier reduced claims staff by 30% while handling 40% more volume.

Real Use Case:

A mid-size regional insurer in Ohio was processing 1,800 claims/month with 22 adjusters. After deploying ClaimBot, 70% of routine claims process automatically. The 22 adjusters now handle complex claims with AI-prepared summaries, closing cases in half the time. The carrier reduced new hire plans by 8 FTEs and reinvested in customer experience instead.

Tech Stack: Claude 3.5, GPT-4 Vision, Python, LangChain, PostgreSQL, React, Node.js, AWS S3.