Bucket Robotics demonstrates CAD-driven defect inspection at CES 2026
Bucket Robotics exhibited its manufacturing defect-inspection platform at its first CES, demonstrating vision models built from CAD and sample data against real parts and camera constraints.

Evidence notes
- Bucket Robotics exhibited at CES 2026 in Las Vegas, using its first appearance at the show to demonstrate manufacturing inspection with real parts, cameras and production constraints.
- The platform converts CAD files and sample data into defect-detection models that run on existing cameras and edge hardware without a manual-labeling cold start.
- Bucket says the models can deploy in minutes, adapt as parts and production lines change, and support defect detection, classification and robotic-guidance workflows.
Company context
Bucket Robotics builds defect-detection software for manufacturing. The company uses CAD and synthetic data to support visual inspection workflows on factory lines.