Turn Your CAD into Action

Automated vision, defect detection, and insight tools — straight from your design files.

Build inspection models without a single factory image.

Upload your CAD. We simulate defects, lighting, materials, and angles—so you get a full training dataset, ready to deploy.

Get Started with WrenchML

Vision Systems, Built Directly from Your CAD

No factory photos. No labeling. No downtime. Just upload your CAD.

CAD In. Vision Model Out.

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

Simulate Defects Instantly

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

One Model, One Source of Truth

Design, QA, and operations all share a model rooted in the CAD. Total clarity from start to ship.

Regenerate in Seconds

Need new angles or tolerances? Just re-run. No need to reshoot or relabel anything.

Match Your Tolerances

We use your definitions of “good” and “bad,” so teams align faster and inspections get trusted.

Deploy Anywhere

No MLOps. No edge tuning. Just drop the model into your workflow and go.

Ready to build your own 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.

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