# Tenet

- **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:** [yifu zuo](https://cerebralvalley.ai/u/yifu001), [Caleb carr](https://cerebralvalley.ai/u/strategy), [Umang Sharma](https://cerebralvalley.ai/u/uss), [Kurt von Laven](https://cerebralvalley.ai/u/phoenix-games)
- **GitHub:** https://github.com/meta-ai-hackathon/meta-hack
- **Demo video:** https://youtu.be/ktE1T-6ZA2U
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4741

The Congressional Budget Office (CBO) estimates that H.R. 1, the One Big Beautiful Bill Act, will result in 10 million Americans losing ACA (Affordable Care Act) Expansion Medicaid for adults. This represents 1 in 2 adults currently on ACA Expansion Medicaid, all of whom will be impacted by new work reporting requirements and 6-month renewal processes that go into effect January 1st, 2027. The Urban Institute estimates 1.3 million adults who remain eligible for ACA Expansion Medicaid will lose their insurance during 2027 purely as a result of paperwork hurdles. This administrative churn is very expensive to states, which are expected to spend $50-100 million per state on administrative and IT infrastructure alone to implement these rule changes based on Government Accountability Office (GAO) analysis of similar work requirement rollouts.

Tenet intercepts this crisis by simplifying the process of applying for Medicaid. We allow people to log in to their bank account, and pull relevant income streams from their bank statements. Our deterministic statutory rules engine parses these income streams, automatically populating the most onerous portion of the application form in accordance with H.R. 1. Once you review and edit your application, our pilot app allows you to submit it via fax.

Tenet takes security, privacy, language equity, accessibility, and ease-of-use very seriously. You can speak to Tenet naturally in your native language with your voice or type as you prefer. 95% of Americans speak one of our twelve supported languages as their primary language at home.

We would like to thank Civilla, a Michigan-based non-profit that conducted over 11 iterations of user testing to make the new H.R. 1 Medicaid application flow as easy as possible for people to navigate. We applied their extensive MIT Licensed research findings to the design of our app.

We use our own customized fork of Rampart to both strip PII (Personally-Identifiable Information) out of what you tell us before sending it to an LLM and rehydrate the response. We never store any of your personal information, and after you submit and optionally download your application, we delete your personal information.

We plan to expand to the rest of the country, then SNAP (Supplemental Nutrition Assistance Program) and TANF (Temporary Assistance for Needy Families) next, because these programs also allow fax submission by federal law.

## More from Meta Global AI Developer Hackathon

- [Three Dimensions](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4738)
- [Project Prometheus](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4739)
- [QQS Interactive (solo)](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4740)
- [Honest Orb](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4742)
- [Abel's Indie Track](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4743)
- [SpatialSparks](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4744)

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