Lending a Hand to Mimic Robotics

Mimic advances dexterous manipulation by leveraging AI models to power its robotic hand.

We helped analyze its performance and generate the data needed to reach industrial grade.

Highlights

• Deployment-ready: Industrial partners wanted Mimic’s model to handle real garment variability. We helped their AI reach industrial readiness.

• Targeted Data: After identifying potential failures, we designed and collected a targeted dataset to close those gaps.

• Seamless integration: Insights plugged directly into Mimic’s workflow without the need for adaptation.

The final output was a Physical AI evaluation, completed with over 7,200 clothing-folding demonstrations collected from 60+ contributors using 1,200+ unique objects, helping bring the model to deployment readiness.