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Turn Your CAD into Action
Automated vision, defect detection, and insight tools — straight from your design files.
Bucket Robotics is the fastest way to go from design to defect detection.
Start with WrenchML—our first tool built on Bucket’s synthetic data engine. Detect surface defects in molded, cast, and machined parts, no real-world images required.
Introducing WrenchML
Upload CAD. Define defects. Align teams. Build trust.
Start from the source. WrenchML turns CAD files into vision models — no photos, no data labeling.
Define defects once. WrenchML generates realistic examples instantly, skipping weeks of setup.
Get vision systems you can drop into inspection workflows — fully packaged and edge-compatible.
Need a new angle or defect type? WrenchML regenerates tailored datasets from the same CAD in seconds.
Your tolerances, your specs. We match your internal quality language, not someone else’s.
Use the same CAD to define quality at every stage — from inspection to shipping. WrenchML gives each team the vision they need, without ambiguity.
Try for Yourself
Upload your CAD and instantly generate AI-powered models—no setup, no waiting.
Try It NowGet in Touch
Have questions or want to collaborate? Email us—we’d love to hear from you.
Contact UsTalk to an Expert
Need guidance? Book a demo with our team to explore AI vision solutions.
Schedule a DemoAbout 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
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