# Form M Copilot

- **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:** [Husseini Tijani](https://cerebralvalley.ai/u/Husseini)
- **GitHub:** https://github.com/husaynocean/form-m-copilot
- **Demo video:** https://youtu.be/CLK3YI_W_q8
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/378

Every import into Nigeria needs a Form M, filed through a bank with a proforma invoice, packing list and insurance certificate. One mismatched figure (a total that doesn't add up, a wrong port, an underinsured cargo) sends it back, costing days and demurrage. I'm a bank officer who handles Form M, and I see these rejections every week. Form M Copilot reads phone photos of the three documents and extracts every field. It cross-checks them with 11+ rules (totals, quantities, names, ports, currency, insured value, dates), suggests HS codes, drafts the Form M, and explains a fix-list in 14 languages, including Hausa, Yoruba, Igbo, Pidgin, French, Arabic and Chinese. It runs on the web and as a WhatsApp bot. On 12 synthetic document sets: 672/672 fields read correctly, 14/14 planted errors caught with 0 false alarms, and 0 wrong HS codes.

## More from Meta Global AI Developer Hackathon

- [Pistis Sophia](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/375)
- [Toru's Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/376)
- [9 PHC — 9-Point Hallucination Calibration](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/377)
- [8bitvapor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/379)
- [Orbital](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/380)
- [Memex](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/381)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/378. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt