Enterprise Healthcare Insurance
Healthcare Claims Document Intelligence
Custom large-scale document intelligence platform for one of the largest healthcare insurance companies in the United States — millions of claims processed.
- One of the largest US healthcare insurers
- Millions of claims processed
Challenge
A major US healthcare insurer needed to digitize and operationalize massive volumes of claims and related documents — including difficult real-world scans and mixed print and handwriting — with accuracy, auditability, and compliance suitable for regulated insurance workflows.
What we delivered
- A custom, large-scale enterprise document intelligence platform purpose-built for their claims environment
- End-to-end pipeline for intake, extraction, classification, validation, and downstream claims systems
- Computer vision and OCR for printed and handwritten content
- NLP and vision-language understanding for clause detection, form typing, and compliance-oriented checks
- Security and access patterns appropriate for PHI and insurance claims data
- Throughput designed for enterprise volume — supporting processing of millions of claims
Technologies
Azure AI Vision (OCR), vision-language models, OpenCV, NLP classification, secure cloud processing, workflow orchestration
Why it matters
Flagship proof that we build mission-critical healthcare insurance systems at national scale — the same domain expertise behind our medical billing and RCM practice, applied to intelligent automation.