# Djotta

- **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:** [Muller Roufaou](https://cerebralvalley.ai/u/rouftom)
- **GitHub:** https://github.com/rouftom/sarkiai-policy-sandbox-meta
- **Demo video:** https://youtu.be/sQcTU5R30UU
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/199

SarkiAI Policy Sandbox helps African governments respond to data and AI incidents under their own laws. When patient records leak from a public hospital in Cameroon, the health ministry, the data protection authority, the telecom regulator and the cyber agency must act together, with deadlines buried in the law and no shared picture.

Each institution is an AI agent with a legal mandate. Every claim must quote the national corpus, and a citation validator rejects any quote that is not in it. A coordinator merges the assessments into one joint report and flags conflicting mandates: who notifies the patients, and by when. Scanned official gazettes enter the corpus through SAM 3.1, and the system checks which running incidents a new decree affects. Ministries can assess their AI readiness live, rehearse crises with timed injects and a rule-based score, and notify focal points on WhatsApp. Every step lands in a hash-chained audit trail. The same engine runs on Muse Spark, on Muse Spark Open, or on Muse Glimmer on the institution's own hardware.

What was built during the hackathon, with commits and times, is listed in HACKATHON.md. Live demo: https://sps.djotta.com

## More from Meta Global AI Developer Hackathon

- [ArchSense](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/196)
- [Degordons](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/197)
- [LocalDub](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/198)
- [TabProof](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/200)
- [Barrier Lens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/201)
- [LINC Innovations](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/202)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/199. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt