Turn Your CAD into Action


Automated vision, defect detection, and insight tools — straight from your design files.
Create inspection models without needing any factory images.
Upload your STEP file, set your tolerances, and instantly deploy a tailored inspection system — no labeled data, no retraining, no delay.
Vision Systems, Built Directly from Your CAD
No factory photos. No labeling. No downtime. Just upload your CAD.
Start from the source. Bucket's CAD Studio turns CAD files into vision models — no photos, no data labeling.
Define defects once. The Bucket CAD Studio generates realistic examples instantly, skipping weeks of setup.
Design, QA, and operations all share a model rooted in the CAD. Total clarity from start to ship.
Need new angles or tolerances? Just re-run. No need to reshoot or relabel anything.
We use your definitions of “good” and “bad,” so teams align faster and inspections get trusted.
No MLOps. No edge tuning. Just drop the model into your workflow and go.
Start creating your defect detector.
Upload a CAD file and generate a full inspection model — no parts, no setup, no waiting.
About the Team
We’ve built self-driving cars for four companies, deploying autonomous systems across the US and Europe. Now, we’re using that same cutting-edge AI expertise to transform vision and edge computing—powering the future of automated intelligence.
Join Us