Turn CAD Files Into AI Quality Control Models.

No waiting to collect real images. Datasets generated from your CAD files. 


No real images needed.



Create training data as needed.


Automated visual inspection.

Sign up for early access:


Turn your smart camera into an automated visual inspection tool.

Proven technology

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"There'd be no way for us to gain ground truth without Zumo Labs." - Tung Hoang, ML Engineer

Identified 100s of components using only CAD files. Didn't collect a single image. 

For more details on how our technology works, see our case study where we used only synthetic data to train a computer vision model to identify components on a Raspberry Pi board.