Why OCR first
Barcode-dependent products fail on new items and niche brands. OCR goes straight to the ingredient block, where the useful truth usually lives.
About
Built for people who do not trust the front of the package.
Label Vision started from a simple observation: many shoppers already know what they are looking for, but labels are still too slow to parse in real retail conditions.
Why caution-first
The goal is not to create synthetic certainty. The goal is to help people notice patterns faster so they can make a cleaner call.