About the Project

Inspiration

Doctors lose $125B annually due to poor billing, and 40% of patients don’t understand their medical bills. We built Billing Wizards to automate medical billing and make it transparent.

What We Learned

AI can simplify billing, but trust and clarity are key. Patients need clear cost breakdowns, and doctors need automation without extra work.

How We Built It

We used Agentic AI Systems to automate billing, reduce admin time, and improve transparency. The system generates detailed, easy-to-understand bills.

Challenges

• Navigating $220B medical debt market
  
• Ensuring AI-generated bills are clear and compliant
  
• Seamless integration into existing workflows
  

Demo

🚀 Live Demo: Billing Wizards
📄 Example Bill: Detailed Billing

Built With

• fly.io
• gemini
• python
• sambanova