Fulfilment centre
Cobot on Warehouse
A collaborative robot arm picking and sorting the customer's own SKUs next to operators, guided by a vision model trained on their items and regressed overnight on the real cell.
- Vision model
- Trained on customer SKUs
- Regression
- Overnight on real hardware
- Exceptions
- Routed to operator
A returns and sorting station needed to handle mixed items alongside people. We fine-tuned a small vision model on images from the station's own cameras, so detection and grasp planning reflect real lighting, packaging and clutter.
The cobot runs on the compute already in the cabinet. Every model and controller change is validated overnight on the physical arm with the Test Automation Stand, and unknown or damaged items are handed to an operator with the evidence the robot saw.
See it on your own data
We start with an MVP on your screens, devices or tickets. Request an MVP and bring a real use case.
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