# barqlo

- **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:** [Mahmoud Hazaa](https://cerebralvalley.ai/u/mahmoudhazaa)
- **GitHub:** https://github.com/barqlo/barqlo-sales-brain
- **Demo video:** https://drive.google.com/file/d/1YpCzRH_6SrUh_qvQFc8GrTQOuQCvqNk1/view?usp=drivesdk
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4375

I am presenting BARQLO at the Meta hackathon (Startup track): a one-sales-brain platform built on Muse Spark, with a Preparation agent that drafts every reply and a Verification agent that checks it before anything is sent, running across 3 sectors (real estate, clinic, restaurant) with full isolation between tenants, committed to 7 promises: (1) ONE brain — one memory, one judgment — not a bot per workflow/company. (2) The brain's core rebuilt on Meta's Muse Spark models. (3) Two-agent architecture: Preparation drafts, Verification checks against real data + policies before anything is sent. (4) Live demo: the one brain simultaneously running real-estate leads, a clinic's bookings, and a restaurant's orders — same brain, three sectors, one memory. (5) Arabic-native: normalization layer + Egyptian/Gulf dialect understanding. (6) The AI never invents data — proposes, the database decides. (7) Owner/customer strict separation + natural-phrasing owner commands.

## More from Meta Global AI Developer Hackathon

- [Merit](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4372)
- [EigenBrains](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4373)
- [erdos](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4374)
- [Fireside](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4376)
- [Yasir Arafat](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4377)
- [pettybytes](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4378)

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