Agents / Vision

Computer vision that sees what inspectors miss.

The Vision Agent uses the cameras on your line and your operators' phones to catalogue what happens at every station — and verify each activity against the standard, in real time.

Real-timeinspection on the line
Few-shotsetup from a handful of samples
Any camerafixed, tablet or phone
Explainableevery reject shows why
What it does

What the Vision Agent does.

Visually catalogue and verify every activity.

Inspect

Defect detection that keeps up with the line.

The agent inspects every part against golden samples — scratches, dents, missing components, misalignment, label and print errors — and routes rejects with the image as evidence.

  • Surface, assembly and label inspection
  • Trained from a small set of good and bad samples
  • Every reject saved with annotated image
Station 6 · Vision inspectionLIVE
Part #48211pass
Part #48212pass
Part #48213 · missing clipreject
Throughputkeeping pace
Verify

Proof that each step was done right.

Operators snap a photo at critical steps. The agent checks that the right part, orientation and connection are in place before the step can be signed off.

  • Step verification from tablet or phone photos
  • Orientation, presence and count checks
  • Blocks sign-off until the photo passes
Assembly · Step 9 photo checkLIVE
Connector seatedverified
Harness routingverified
Bolt count 6/6verified
Sign-offunlocked
Watch

Safety and gauges, monitored continuously.

The agent reads analog gauges and displays, checks PPE and restricted zones, and alerts supervisors the moment something looks wrong.

  • PPE and restricted-zone monitoring
  • Analog gauge and display reading
  • Alerts with snapshot to the right person
Plant 4 · Safety & gaugesLIVE
Zone B · PPEcompliant
Boiler gauge G-124.2 bar · normal
Forklift aisle 3person in zone
Alert sentshift supervisor
Getting started

Live in weeks, not months.

Start with one line and one workflow. Prove the value, then scale across every site.

01

Pick a station

Choose the inspection or check that hurts most today.

02

Collect samples

Capture good and bad examples with existing cameras or tablets.

03

Validate on the line

Run in shadow mode alongside inspectors to prove accuracy.

04

Go live and scale

Turn on automated decisions and roll out to more stations.

FAQ

Questions, answered.

Can't find what you need? Our team is happy to walk you through it.

Do we need special cameras?

Not to start. The agent works with existing industrial cameras, IP cameras and tablet or phone cameras. We'll advise if a station needs dedicated hardware.

How much training data is needed?

Many inspections can start from a small set of good and bad samples. Accuracy improves as more labelled images are collected on the line.

Does video leave our site?

It doesn't have to. Vision models can run on edge devices on your premises.

Get started

Put your first workflow on autopilot in weeks, not months.

Bring one process. We'll digitise it, deploy an agent on it, and show you the results on your own floor.