AI vision & industrial communication

The eyes behind every platform

Vision models trained for bin picking, defect detection and canopy mapping give every Orion platform the eyes to work without a fixed script.

Vision-guided robotic arms harvesting in an orchard with scanning overlays
Industrial robot arm working inside an automated production cell

Trained per task

Vision trained for the job in front of it

A fixed script breaks the moment a part lands upside down or a crop ripens unevenly. The vision system is trained per task and per camera, so the robot recognises what it is looking at instead of assuming it already knows.

  • Bin picking & defect detection. Vision-guided grippers find and grip parts from unsorted bins, and flag the ones that do not meet spec before they reach the next station.
  • Canopy & crop mapping. The same vision stack that guides a pick arm also reads canopy health and soil hydration in the field.
  • Edge inference. Decisions are made on the robot itself, not round-tripped to the cloud, so vision keeps working where Super Wi-Fi is the only link out.
  • Edge inference
  • Task-tuned models
  • Cross-platform

What it sees

One vision stack, many jobs

The same models run across arms, mobile robots, drones and inspection platforms.

  • Machine vision

    See and classify parts in real time.

  • Defect detection

    Catch flaws a human eye would miss, and verify builds before they leave the cell.

  • OCR & barcode reading

    Read labels, plates and printed text, and scan and log stock automatically.

  • Robot guidance

    Steer arms and AMRs with vision instead of fixed coordinates.

  • Thermal inspection

    Spot heat anomalies before failure, from the ground or the air.

  • Deep learning

    Models that improve with every run on your site.

Joint Inspection Center

Supervised from one dashboard.

Flagged defects, thermal anomalies and canopy readings surface on the Joint Inspection Center dashboard alongside the Smart Edge Alarms, so a vision catch is a supervised decision, not a silent one.

See the digital twin
  • Digital twin synthesisA real-time 3D view of the plant, not just a camera feed.
  • Mission orchestrationRehearse in the twin, then dispatch the real fleet.
  • Smart Edge AlarmsFaults, corrosion and gas escalated to a person.

Book a live demo

Give your fleet a trained set of eyes

Tell us what the camera needs to catch, and we will show you what a tuned vision model looks like on your line.