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.

CAD-First Vision Generation

Start from the source. WrenchML turns CAD files into vision models — no photos, no data labeling.

Instant Defect Simulation

Define defects once. WrenchML generates realistic examples instantly, skipping weeks of setup.

Deploy-Ready Outputs

Get vision systems you can drop into inspection workflows — fully packaged and edge-compatible.

Rapid Model Iteration

Need a new angle or defect type? WrenchML regenerates tailored datasets from the same CAD in seconds.

Aligned With Your Standards

Your tolerances, your specs. We match your internal quality language, not someone else’s.

One Model, Aligned Teams

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 Now

Get in Touch

Have questions or want to collaborate? Email us—we’d love to hear from you.

Contact Us

Talk to an Expert

Need guidance? Book a demo with our team to explore AI vision solutions.

Schedule a Demo

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