CambrianGenerate returns by automating manual tasks, accelerating production, improving quality, and enabling 24/7 operation. ​ Cambrian integrates with any robot arm using off-the-shelf industrial cameras and standard grippers, no structured light, lasers, or external lighting required. Our AI is trained on synthetic data, eliminating manual data collection and labelling. It delivers sub-millimeter precision with 0.2-second prediction-to-action, and performs reliably across all lighting conditions and part types, including transparent, reflective, and black components.Schedule a callCable HandlingLearn more BinpickingLearn more Feature detectionLearn more APPLICATIONS"The cutting-edge technology of the Cambrian system definitely pushes the boundaries of what is possible with robotic automation". Juan Mauricio Toro RamosNEWSHow Vision-Guided Robotics with Cambrian Is Transforming Leak Testing in CosmeticsLeak 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...How Vision-Guided Robotics with Cambrian Is Transforming Leak Testing in CosmeticsBin picking challenges most pick and place robots. Cambrian’s AI 3D vision solves lighting, reflection, and calibration issues for reliable automation in production.How Vision-Guided Robotics with Cambrian Is Transforming Leak Testing in CosmeticsLeak 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...