Qorelly

Tally is photo-to-inventory stock-taking for Nigerian small businesses. A merchant photographs a shelf, Muse Spark reads every label, SAM 3.1 counts the units, and Qore Catalog matches each product to a Nigerian product with a ₦ price. The merchant reviews flagged lines, fixes counts and matches, and confirms before anything updates stock. In 20 agent runs on real Lagos shop photos (872 tool steps), a shelf took about a minute. Built during the Meta Global AI Developer Hackathon as a sister product to Qorelly: the repo, the stock-take agent, review screen, confirm step, web portal and mobile app are all new; Qorelly's merchant accounts and Qore Catalog's product data were reused, not rebuilt. Live flow at tally.qorelly.com; everything is in the public repo.