# BillClear

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Prachi Patel](https://cerebralvalley.ai/u/Prachipatel05_)
- **GitHub:** https://github.com/prachi050/billclear
- **Demo video:** https://youtu.be/g2AEzXjrf1g
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/336

BillClear helps people understand confusing medical statements. You upload a photo of a statement and the Meta model reads it. My code then checks that the numbers add up, and if they don't, the app refuses instead of guessing. BillClear explains what you owe in plain words, flags problems like duplicate charges and out-of-network bills, and drafts an appeal letter. Every dollar amount in the AI explanation is checked against the statement by plain code. An AI agent can also use BillClear through WebMCP: it can read, check and draft, but only the person can approve and send. AI proposes, code verifies, the person decides. Sample data only. No real bills. I added the Meta model reader, the number checker and the WebMCP tools during the hackathon. Much of the code was written with AI coding tools.

## More from Meta Global AI Developer Hackathon

- [Muse IoT](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/333)
- [Plumbline](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/334)
- [Board To Life](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/335)
- [darkAbacus247](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/337)
- [Margen](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/338)
- [DevOps as a Service](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/339)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/336. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt