Robotic Industrial Inspection

Manual inspection can't scale with volume and gets less consistent the longer a shift runs. Defects that slip through don't disappear; they resurface downstream as rework, warranty claims, or a customer complaint. And a vision system that can't hold its calibration on the factory floor just becomes another source of unplanned downtime.

Zivid's accuracy, robustness, and mounting flexibility let inspection run at production speed without trading away reliability, so a defect gets caught before it leaves the cell.

Typical Limitations

❌ Defects on reflective or dark parts slip through, surfacing later as returns, rework, or a warranty claim.

❌ Calibration drift in real factory conditions causes unplanned line stoppages, and the engineering time to fix them.

❌ A separate 2D camera and lighting rig for segmentation adds integration cost and one more thing that can go wrong.

❌ Unreliable inspection cycles push the bottleneck further down the line as volume grows.

With Zivid 3D camera 

✅ Complete point clouds on reflective metals and dark, oxidized surfaces mean fewer surprises downstream.

✅ Ambient light resilience and industrial-grade design keep inspection running through real factory conditions. 

✅ Full-color 3D data removes the need for a separate 2D segmentation camera and its calibration overhead.

✅ SDK, ROS/ROS2, and built-in point cloud handling cut the custom integration work your team has to do.