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APPLICATIONS — ASSEMBLY

Where Cambrian works.

ASSEMBLY

Screw Driving & Fastening

Cambrian Vision detects screw holes, verifies orientation, and guides robotic tools for accurate placement — compensating for part tolerances and reflective surfaces.

ASSEMBLY

Part Alignment & Assembly

Cambrian Vision identifies geometric features such as edges, holes, and alignment pins to support accurate positioning and fitting of components — even when part positions vary slightly.

ASSEMBLY

Connector Insertion & Fitting

Cambrian Vision recognizes connector positions directly from 3D data and guides robots to align and insert parts with sub-millimeter precision. It handles multi-pin plugs, small plastic housings, and hybrid metal-plastic connectors commonly found in automotive lighting, sensors, and electronic module assembly.

Supported robots

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Supported robots

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Supported robots

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APPLICATIONS — ASSEMBLY

AI Vision for Robotic Assembly and Kitting.

Detect, align, and insert components across flexible manufacturing lines. No mechanical fixtures. No controlled lighting.

CAMBRIAN VISION

Precision at every step.

· Cambrian detects alignment features, connector positions, and insertion points — enabling precise assembly without fixtures.

 

· Collision-free path planning guides robotic tools with sub-millimetre precision, from screw driving to connector insertion.​


· Handles reflective, transparent, and mixed-material parts across varying tolerances.​

· Works across automotive lighting, electronics modules, appliance components, and industrial subassemblies.

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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...

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Revolutionising Production At Kao Corporation through AI 3D vision

Kao Corporation enhanced bottle handling and production speed with Cambrian’s AI 3D Vision Automation, achieving nine times higher throughput and 60% faster changeovers.

CASE STUDIES
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