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Medalyze AI
Medical Billing Error Detection
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Founder-Led • Early Access Built to protect patients & clinics from billing mistakes.

Find hidden errors in your medical bills before they cost you.

Medalyze AI scans uploaded medical bills and insurance EOBs, flags suspicious charges, and gives you a clear, human-readable breakdown you can use to dispute errors or ask questions.

Upload a bill demo ↑ Create a free account

Demo mode today. Live AI engine, secure infrastructure, and audit trail are in active build.

14-day free trial planned for launch
Patients & Clinics designed for both individuals and practices
Founder: Joe Mastropietro hands-on with every early user

How Medalyze AI will work

The goal is simple: make it easy for anyone to understand and challenge billing errors without needing to be a coder or a medical billing expert.

  • 1
    Upload a PDF, image, or EOB of your bill (drag-and-drop or mobile upload).
  • 2
    Medalyze AI reads line items, codes, and amounts, then compares against rules, typical ranges, and known “gotcha” patterns.
  • 3
    You get a simple summary: what looks normal, what looks off, and questions you can ask your provider or insurer.
  • 4
    Download or print a clean, shareable report with flagged items and suggested talking points.

Who it's being built for

Medalyze AI is being designed with real-world users in mind — not just giant systems.

Patients & families
Small clinics & practices
Dental & specialty offices
Billing advocates

Early on, I want to sit down (virtually or in-person) with testers: upload real but de-identified bills, see what helps, and adjust the system around you.