# Sumora

- **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:** [Devansh Ranjan](https://cerebralvalley.ai/u/devanshranjan)
- **GitHub:** https://github.com/devanshranjan10/sumora-meta-hackathon
- **Demo video:** https://youtu.be/49W9sFKB2_g
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3047

Sumora gives a small business a working team of AI agents from one conversation, and every agent runs on Meta's Muse models.

Tens of millions of one-to-five-person businesses in India and the US run on WhatsApp, a notebook and the owner's evenings. They don't need another dashboard. They need staff. The owner describes the business in one sentence, drops in a rate card or menu, and answers a short interview. Sumora then:
- designs an agent team for that business (front desk, bookings, outreach, quotes, website, daily brief);
- builds a private website;
- runs the day-to-day work over WhatsApp and the web.

Anything that spends money, refunds, messages a new contact or publishes waits for the owner's approval, which the owner can give from WhatsApp or Command.

Agents with eyes: for businesses whose work is visual, the Inspect tool has SAM 3.1 locate regions in a customer's photo (holes, stains and tears in fabric, for example) and Muse Wonder judge each one. The result is an annotated photo, a verdict and a reply for the customer.

It runs on a production stack: Temporal for durable agent runs and approvals, Postgres with tenant isolation, Cloudflare Workers and Containers, and the WhatsApp Business Platform as our sender. Sumora's outbound product is already live with 4 client businesses: 1,077 people messaged, a 22% average reply rate and an 18-hour median to first reply (Aug 5 - Nov 2, 2026). This agent platform runs on staging and launches next.

TRY IT (judges): https://staging-app.trysumora.com
Sign in: judges@trysumora.com / Muse-B43hyV_DqTQE-2026
1) Open Drishti Vision, a sample AI startup that inspects fabric for textile mills in Surat. Sumora built its team and brain from one sentence and its rate card.
2) Command: see what each agent did and which Meta model did it. Approve or decline what's waiting.
3) Inspect: upload a fabric photo (or use examples/fabric.jpg from our repo). SAM 3.1 locates the defects and Muse Wonder judges them.
4) New business: describe any small business in one sentence and watch Sumora staff it and build it.

Code for the Meta layer, with live-run output: https://github.com/devanshranjan10/sumora-meta-hackathon

## More from Meta Global AI Developer Hackathon

- [Nori Cam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3044)
- [Hocam.net](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3045)
- [Told Here](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3046)
- [Medero](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3048)
- [Clippy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3049)
- [EdgeMind.AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3050)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3047. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt