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barqlo

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

barqlo — Demo video

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.

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