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TokoMuse

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

TokoMuse — Demo video

The problem: A one-person café is a whole business run from behind a counter. The owner pulls every shot and takes every payment. In between, they're meant to answer WhatsApp, watch the delivery tablets, count what's left in the pastry case, reorder milk, file invoices and post today's special. Their hands are full, so most of that waits until after closing, or never happens. Another app on a phone doesn't help someone holding a milk jug. What Toko Muse does: Toko Muse is a device on the counter (a ReSpeaker XVF3800 mic array) with a crew of AI agents on Meta's Muse models. The owner talks to it, and the crew does the admin. Setup by voice: Out of the box, Toko asks one question at a time: the café's name, what it sells and for how much, what goes into each drink, hours, address and suppliers. Then it writes the café's online store and launches it with a QR code. There's no setup form. One queue for every channel: Counter, website, WhatsApp and delivery-app orders land in one list, and new ones are called out loud. "Accept the QuickBite order, ten minutes" accepts it and promises a time to the customer. A crew of nine agents: Each has one job: Setup, Manager, Orders, Payments, Stock, Case Watcher, Suppliers, Books and Promoter. "We're out of oat milk" sells out everne and on the delivery apps, and drafts a reorder to the supplier. A camera on the pastry case counts what's left. A photo of an invoice becomes an expense and restocks ingredients. A photo of today's special becomes ose of day is a spoken briefing. Your OK first: Anything that spends money or messages someone outside the café, such as refunds and supplier orders, waits for the owner's approval.

Team