Train robots faster.
The best harnesses for robotics teams. Data augmentation, training, and evaluation tools.
Go from a dataset to a working policy in minutes, not days
Scale your training data, train across dozens of models, and evaluate before you deploy.
Augment
Train
Evaluate
Adapt your policies to new environments without recording new episodes.
Re-render every camera of an existing demonstration into new scenes, lighting, and backgrounds — then train on the variation.
LeftAugmented
Train across dozens of models without having to stitch the infrastructure yourself.
Evaluate in a digital twin of where your policy will deploy.
0%40/46 succeeded
95% CI 78–93%
Trusted by top teams and researchers
Built for the team you're becoming.
Start free, scale when you need to — or partner with us as a startup.