From manual checks to automated inspection
Traditional manual inspection
With Spiral Inventor
Mobile-first
No fixtures, no dedicated cameras, no inspection station. Built to work in the operator's hands.
- Any iPhone or iPad your team already owns
- Collect training data, label, and inspect on one device
- Ruggedized cases for demanding environments
- Managed deployment through Apple Business Manager
- Operators learn the workflow in minutes
Fast reconfiguration
In high-mix, low-volume manufacturing, every short run brings a different part. Traditional machine vision needs weeks of fixture tuning for each variant. Inventor keeps inspection live across changeovers.
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5 – 30 min
new scenario for existing parts
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3 – 4 h
new part within existing configuration
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~24 h
new assembly or part family
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~1 week
first or new custom deployment
Learned, not programmed
A cascade of purpose-trained models handles every stage from first-frame annotation to final inspection verdict. Every decision is learned from your data; nothing is hardcoded.
- One-shot annotation: label a single frame, propagate to the full dataset
- Custom-trained vision models for each component class
- Transformer learns assembly configurations
- Zone segmentation picks the model for each view
- No-code interface links models to assembly lines
