AI 3D vision systems for vision-guided robot automation in industrial manufacturing
Cambrian Robotics
Robotics Labs USA · United Kingdom · Germany (hardware manufacturing in Bavaria)New on Amplifa
About Cambrian Robotics
Cambrian Robotics develops AI-based 3D vision software for industrial robots in the field of Vision-to-Action. The system integrates with any robot arm via off-the-shelf industrial cameras and standard grippers – without structured light, lasers or external lighting. The AI is trained on synthetic data and achieves sub-millimeter precision at 0.2 seconds from prediction to action, even under changing lighting conditions and with transparent, reflective and black parts. Application areas include bin picking, cable handling and feature detection, including vision-guided leak testing of dispensing pumps in the cosmetics industry. Cambrian operates Robotics Labs in the USA, the UK and Germany with more than ten robot brands, grippers and tooling setups for testing and feasibility studies; the hardware is manufactured in Bavaria. The company serves customers in North America, Europe and Asia.
- Site
- Robotics Labs USA
- Processes
- Vision-guided robot automation (AI Vision-to-Action), Cable handling, Bin picking, Feature detection, Leak testing of dispensing pumps, vision-guided, Tests and feasibility studies for robotics applications, AI 3D vision for robotics (Vision-to-Action), Feasibility studies and application tests
- Materials
- Transparent parts, Reflective parts, Black parts, Plastic (dispensing pumps)
- Certificates
- Sub-millimeter precision, 0.2 s prediction-to-action, No external lighting/structured light required
- Industries
- Industrial automation, Robotics integration, Cosmetics industry, Manufacturing/industrial automation, Cosmetics industry (leak testing of dispensing pumps)
- 01
Requirements analysis and feasibility study
- 02
Testing in the Robotics Lab
- 03
AI training on synthetic data
- 04
Hardware manufacturing in Bavaria
- 05
Integration with existing robot arm
- 06
Commissioning in production
Part Types & Applications
Transparent parts
Reliable handling despite optically challenging properties without external lighting.
Reflective parts
Detection even with disturbing reflections in all lighting conditions.
Black parts
Reliable detection of low-contrast, dark components.
Plastic (dispensing pumps)
Vision-guided leak testing in cosmetics manufacturing.
Locations & Labs
Germany (Bavaria)
DEHardware manufacturing and Robotics Lab
- Industrial cameras (standard)
- Grippers and tooling setups
- Industrial robot arms (10+ brands)
Industries
Processes & technical limits
| Processes | Tolerance | Max. part | Weight | Lot size | Materials |
|---|---|---|---|---|---|
| Vision-guided robot automation (AI Vision-to-Action)Assembly | sub-millimeter precision | – | – | – | transparent parts, reflective parts, black parts |
| Cable handlingAssembly | – | – | – | – | – |
| Bin pickingAssembly | – | – | – | – | – |
| Feature detectionTesting | – | – | – | – | – |
| Leak testing of dispensing pumps, vision-guidedTesting | – | – | – | – | Plastic (dispensing pumps, cosmetics) |
| Tests and feasibility studies for robotics applicationsEngineering | – | – | – | – | – |
3 Anlagen & Maschinen
| Machine | Manufacturer / model | Quantity | Working area | Year built | Site |
|---|---|---|---|---|---|
| Industrial robot arms (various brands, integrated with AI 3D vision) | – | – | – | – | Robotics Labs in the USA, UK and Germany |
| Industrial cameras (standard, for AI vision) | – | – | – | – | – |
| Grippers and tooling setups | – | – | – | – | Robotics Labs in the USA, UK and Germany |
Additional services
Technical Performance
The system delivers sub-millimeter precision at 0.2 seconds prediction-to-action and operates reliably across all lighting conditions and part types. Applications are validated in its own labs before production integration.
| Evidence | Germany (Bavaria) |
|---|---|
| Sub-millimeter precision | |
| 0.2 s prediction-to-action | |
| No external lighting/structured light required |