How it works
From camera mount to continuous improvement.
Six stages. One loop. Designed for commercial laundry floors — not lab demos.
- 01
Install
Fit industrial cameras to ironers or towel folders. Provision devices into your facility, configure line context, and bring the fleet online.
- 02
Detect
Models run at the edge of the line. Stains, holes and marks are classified with confidence scores and streamed to the console in real time.
- 03
Review
Operators inspect detections, flag false positives, multi-select cleanups, and prioritise what matters for quality and training.
- 04
Train
Confirmed examples land in datasets. Train models on your linen, lighting and defect mix — not a generic demo set.
- 05
Deploy
Push improved models back to devices across sites. Versioned deployments keep the fleet consistent.
- 06
Measure
Pieces, utilisation, defect trends and device health show whether quality and throughput are moving the right way.
Next step
Walk the loop on a demo.
We’ll show detection, review and training on a live or sandboxed line.