Production-line inspection
Nuvoq
A quality-control screen for a line that moves faster than a person can look.
- Platforms
- Desktop web and shop-floor screens
- Engagement
- All delivered under NDA to private clients, who own what we built. Screens are representative: no client names, no user data.
Built for line operators and shift supervisors. It shows the camera feeds, the current defect call and the record for each batch.
The problem
Manual inspection at line speed was inconsistent, and its only record was a paper sheet. A missed defect was found by the customer, after the batch had shipped.
What we decided
All camera feeds are shown together, each labeled with its position on the line.
A detection box stays attached to its frame and names the defect class and the model’s confidence.
One summary row states what was inspected, what passed and what failed in the current shift.
Batch reports keep the annotated image next to each recorded defect, so any call can be reviewed later.
States use shape as well as color, because the screen is read in low light and at a glance.
Screens