Shelf, queue & loss monitoring
Retail store monitoring
The shelf is empty, your system says it is not, so nobody refills it and the sale is lost. We watch the shelf, the queue and the checkout while the shopper is still in the store.
Retail
The shelf is empty, your system says it is not, so nobody refills it and the sale is lost. We watch the shelf, the queue and the checkout while the shopper is still in the store.
- Empty shelves, low stock and wrong placement
- Queue length, waiting time and when to open a till
- Items that leave self-checkout without being scanned
CellShelf-facing cameras · your existing ceiling cameras for queue and floor · normal store lighting · one box on site, no faces stored
Where the money is
Aisle walked when someone has a spare minute
Empty shelf, long queue or missed scan, flagged at once
Pays back through: sales lost to empty shelves, shoppers who give up on the queue and items that never get scanned.
Your rupee figure is modelled from your own lost-sale, stock-loss and queue numbers during Assess & Feasibility.
| Zone | Inspection result | Severity |
|---|---|---|
| TILL-02 | Queue 9 deep — 7 min wait | Critical |
| AISLE-04 | Shelf empty — system says in stock | Critical |
| SELF-03 | Item bagged, never scanned | Critical |
| FLR-03 | Spill on floor — 4 min | Level 2 |
| AISLE-07 | Product in wrong place | Level 1 |
| AISLE-11 | Shelf full — no action | None |
Illustrative output. Detection performance is measured on your parts during feasibility.
Start here
Send us the component.
We will let you know if it is visible.
Send 30-50 samples of your good parts, your failure modes. We do imaging trials, train a model, and come back with what we measured, including the cases where the answer is no.