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CAMBRIAN VISION
Sub-millimetre localisation.
· AI-powered 3D vision identifies geometric features — holes, edges, pins, and connectors — directly from the part surface, in any lighting.
· Precise 6D pose estimation enables robots to locate and interact with features reliably, even on reflective, transparent, or black surfaces.
· Supports downstream tasks including screw driving, connector insertion, part alignment, and quality inspection.
· Used across automotive, electronics, appliance, and industrial subassembly lines.
Supported robots










Supported robots










Supported robots












How Vision-Guided Robotics with Cambrian Is Transforming Leak Testing in Cosmetics
Leak testing dispensing pumps is one of the most repetitive and undesirable tasks in cosmetics manufacturing. Every pump must be placed into a fixed test fixture, checked for leakage over a 15-second pressure cycle, and then removed again. The cycle never changes and cannot be sped up. Over time, this becomes exhausting for human operators, which is why staffing this workstation is becoming increasingly difficult. One cosmetics manufacturer eventually reached a point where the question was...
CASE STUDIES
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