/ use case 004 · quality at end of line

Every unit leaving the line.
Verified.

Allergen label printed, label oriented correctly, undamaged, counted. Pull a photo of every reject. OCR for batch / serial / lot numbers at line speed.

deployed in · food production · packaging · manufacturing · pharmaceuticals
/ what we detect

Four things, watched continuously.

a / allergen label

Is the allergen label printed and legible?

The most critical compliance check in food production — a missing or unreadable allergen panel is a recall-level failure. Per-unit verification at line speed: panel present, text legible, allergens listed match the SKU. Misses flagged with a photo of the offending unit.

b / label · presence & orientation

Is the main label there and facing right?

Per-unit detection of missing labels and an open-vocabulary geometry check — 'facing forward', 'upright', 'top-side visible'. Configurable per SKU.

c / damage / defect

Is it physically damaged?

Surface damage detection — dents, leaks, tears, seal failures. Trained per-line on the actual goods passing under the camera.

d / OCR · batch / lot / use-by

Read the printed code.

Batch / lot / serial / use-by date OCR at line speed. Cross-reference with your ERP for traceability.

End-of-line quality check on a production line
/ the data table

What you receive, row by row.

timeunitfailurephoto
14:32:12U-08231allergen label missingview ↗
14:14:04U-08214main label upside downview ↗
13:58:44U-08198OCR · batch unreadableview ↗
13:41:27U-08183allergen panel illegibleview ↗
13:22:01U-08164surface dent · topview ↗
/ try it on your site

First detection on day one. No financial commitment for two weeks.

If we can't reach the accuracy you agreed within two weeks, you pay nothing — and we remove anything we installed.

other use cases
first detection
48 hours from camera connect
onboarding
4–6 weeks of weekly syncs after that
guarantee
two-week risk-free window
compliance
UK GDPR · anonymised in RAM