Machine vision
Inspection that sets itself up.
Autonomous, multi-camera inspection that runs entirely in your plant.
The idea
Machine vision used to take integrators, custom rigs, and months of tuning. Not anymore.
Problems we solve
Where traditional vision breaks down.
01
High-mix, low-volume lines
The usual way: Traditional vision is built for long, stable runs.
With OnPrem Vision: Made for frequent changeovers and short runs.
02
A fixture for every SKU
The usual way: New parts mean new mechanical fixtures.
With OnPrem Vision: No fixtures. Parts can sit in any pose.
03
Specialists to set up and run
The usual way: Integrators install. Engineers operate.
With OnPrem Vision: Self-installed multi-camera system, run by your line operator.
04
One method per defect
The usual way: Rule-based setups only catch what was programmed.
With OnPrem Vision: Anomaly detection plus taught, specific defects.
05
Inspection that stops at reject
The usual way: Defect data rarely reaches the process.
With OnPrem Vision: Closes the loop: results feed process optimization.
Why OnPrem Vision
Built for the plant floor.
1–4
Up to 4 cameras, one decision
Every view combined into one result.
Auto
Drift handled
It notices change and retrains itself.
Easy to integrate
Connects to your line controller, automation, and robots.
Line controllers
Automation
Robots
How it works
From box to line.
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01
Unbox and install
Ships ready. Running in under an hour.
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02
Point the cameras
Mount them over the line. No calibration.
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03
Capture a sample and mark it
One shot teaches the system the SKU’s geometry.
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04
Label a few parts
Show good samples for anomaly detection. Label a few samples for specific defects.
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05
Run the line
Pass or reject, part by part, in real time.
Watch the demos
Demos
See full demos
The appliance
One box. Fully offline.
Built for regulated and disconnected sites.
- Capture
- Synchronized views
- Inference
- Local, real time
- Retraining
- Local, on drift
- Network
- Air-gapped
Compare
Versus traditional vision.
Aspect
Traditional
OnPrem Vision
Who runs it
Vision engineer
Line operators
Time to deploy
Weeks
Same day
Changeovers
Re-engineered
Taught in-house
Cost model
Project + service fees
No per-part fees
Data
Often cloud-linked
Stays on site
Industries
Where defects cost most.
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Pharmaceutical
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Medical devices
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Electronics
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Food & beverage
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Automotive
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Plastics
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Metals
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Packaging