Peppercorn HealthTech

We’re building a secure, scalable system that automates the processing of medical claims. The mission is to take the burden off healthcare teams by converting complex paper and digital documents into structured, compliant data that’s fast, accurate, and easy to use.

A brief history

Our project started with a simple idea: healthcare organizations spend too much time and money on manual claims processing. We began by experimenting with OCR technology to extract data from paper claims and then expanded into building a full pipeline that maps this data directly into 837 claim formats. Over time, we’ve integrated HIPAA-level security, automation scripts, and database workflows that make the process faster and safer. .

Where we are today

Today, our system can process hundreds of claims in a fraction of the time it would take manually, with built-in checks to reduce errors. We’ve successfully piloted the platform with test datasets and built the foundation for scaling to production environments. We’re proud that the project not only improves efficiency but also ensures compliance with healthcare regulations, paving the way for real-world deployment.

HIPAA ready OCR pipeline

Automated claim-to-837 mapping

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