Notes from the back office.

Why Convenience Retail Still Can't See Their Shelves (And How Vision AI at the Edge Fixes It)

The POS tells you what should be on the shelf. For tobacco — the highest-value, most regulated category in the store — the expected number is not good enough. Here's how on-device vision AI closes the gap.