Mobile app design + build · 2026
Mexican labels carry warning seals that most shoppers cannot interpret standing in an aisle. The information exists; it is just unreadable at the moment it matters.
One camera, one answer. Scan the barcode and the app explains the label in plain language, decodes the NOM-051 seals, and suggests a better option on the same shelf. Everything else in the interface got cut until the scan was the only thing left to do.
Product definition, mobile app design, build, label data pipeline and AI classification.