Works with cluttered, overlapping, or randomly oriented parts
Pick anything. Even parts ORNA has never seen.
Random bin picking means identifying, grasping, and sorting unstructured parts with no fixed orientation or position. ORNA solves this with zero-shot perception — no CAD model, no per-part scan training, no manual programming before a new SKU can be picked.
From bin to tray, fully reasoned.
Perceive
3D scan identifies all objects in the bin, including new or unrecognized geometry.

0
CAD model required
5
images to teach a new SKU
98%+
pick success rate on validated bins
Built for the bin, not the lab.
Handles reflective and shiny surfaces without per-part calibration
Re-attempts low-confidence picks automatically, logs reason for skip
Common questions, answered directly.
Yes. ORNA uses zero-shot perception, so it doesn't need a CAD model or scan training to identify and grasp a new part. Most new SKUs can be picked the same day they're added to the bin.
Yes. ORNA combines adaptive 3D perception with confidence checks to identify reliable grasp points on reflective and shiny parts without per-part calibration.
ORNA skips unsafe grasp candidates, records the reason, and automatically re-attempts from a different view or candidate instead of forcing a low-confidence pick.
No. Engineers configure the pick zone and confidence thresholds; ORNA's perception and planning adapt to new part mixes and orientations without a new program for every bin.
Built for system integrators and production engineers.
Small to mid-size system integrators and manufacturers in electronics, automotive, and general assembly. If you're responsible for deployment timelines and need proof it works on the robots you already own — this is built for you.
Automation Engineer
System IntegratorResponsible for deploying AI vision on client workcells — on time, on budget, without requiring the client to buy new hardware. Needs a certified platform that deploys in under a day and makes the SI look like an expert.
Production Engineer
End CustomerRuns production lines day to day. Needs automation that existing engineers can operate — without calling the SI back every time a part changes. Lights-out operation on cobots already on the floor.
Ready to see
it on your parts?
Tell us about your workcell. We'll show you
exactly how this deploys — usually within a day.