# KYCite (solo)

- **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:** [Rajkumar Ramanathan](https://cerebralvalley.ai/u/Rajkumar_RR)
- **GitHub:** https://github.com/Rajkumar0828/kyc-studio
- **Demo video:** https://youtu.be/OEBZM6bP4eM
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1536

KYCite is a policy-to-journey KYC platform. A compliance officer writes the onboarding policy in plain English, and Meta’s Muse Spark compiles each sentence into a closed set of nine enforceable rule kinds. Every rule cites the sentence it came from. Vague, unsupported or injected sentences are flagged, never invented, and a human publishes each immutable version.

Customers then follow a journey generated from that policy. Muse Spark classifies each uploaded document and extracts the fields with their location on the page. Deterministic code applies the policy and the cross-document checks, and routes each case to approve, request more information, or human review. The system never rejects on its own.

Policy changes and case events are recorded in a tamper-evident hash chain in MongoDB, and every model call is logged with tokens, latency and cost. On our synthetic specimen set, the pipeline reached the expected decision in 6 of 6 cases and read 50 of 50 field values correctly. It uses synthetic data only. The live demo URL and judge code are in the README.

## More from Meta Global AI Developer Hackathon

- [NINO KIRKWOOD LABS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1533)
- [Elucera](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1534)
- [ScamAid](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1535)
- [E-ternal](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1537)
- [Agent Proceed](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1538)
- [Eswar Gutlapalli](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1539)

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