Max AI – Building Stripe for Healthcare

The Idea Max AI is evolving healthcare billing into a lightning-fast, error-free experience—much like swiping a credit card. Replacing traditional, off-shored, and error-prone methods, our swarm of ambient AI agents autonomously handle the entire billing process—from medical coding to claim submission to fund collection—as soon as doctors finalize patient charts. Our mission is to build the AI agent infrastructure powering the financial operating system of healthcare.

The Why

US healthcare is a $5 trillion industry—medical billers make countless processing errors while raking in 4–10% per claim (~$350B). Healthcare billing errors create severe ripple effects throughout society. When billing errors occur, they delay critical medical treatments, increase healthcare costs, and burden medical professionals with administrative work—time that should be spent on patient care. By streamlining the billing process, we can:

• Enable faster access to life-saving & sustaining treatments
  • Insurers deny 1 out of 5 claims due to billing errors
• Maximize time on patient care
  • *Physicians spend ****between 8.7 to 15.5 hours per week ***on administrative tasks to ensure bills don’t get denied nor clawed back due to billing errors
• Protect patients from unexpected medical bills
  • 20 million people (nearly 1 in 12 adults) owe medical debt due to billing errors

The Team

Repeat founders that will win this space

• Bo (Head of AI) – PhD in AI @ MIT, Post-doc @ Caltech
  • Invented an AI-driven personalized cancer vaccine (in phase II human trials)
  • Designed an AI model to combat financial crime at a $40B bank (in production)
• Colton (Head of Engineering) – Former VP Eng @ Curative
  • Led engineering 0→$3B in revenue (billing 25M medical claims)
  • Open sourced the 2nd AI agent framework after LangChain
• Enea (Head of Sales) – Full-Stack Engineer & MD
  • Shipped consumer apps 0→40M downloads
  • Single-handedly built Pokémon Go Radar (#4 Apple App Store)
• Zubair (CEO, Head of Product) — Full-Stack Engineer
  • Bootstrapped an AI edtech startup 0→$10M ARR (within 3 years)
  • Scaled an AI ecommerce platform 0→150M monthly unique shoppers (within 2 years)
• Supported by
  • Early engineers from Figma, Discord, Brex, OpenSea
  • Stanford Medical Doctors, Wharton MBAs

The Traction

Since launching in 2025