Parametric

Parametric is a San Francisco robotics company building autonomous physical businesses - operations that run themselves. Starting with a wash-and-fold laundromat, its bimanual mobile robots use reinforcement learning to fold, sort, and handle laundry, learning new behaviors on-site from customer feedback in under an hour. The team applies frontier-lab techniques - dense reward models, an RLHF-style feedback loop, and interpretability tools borrowed from language research - to physical work, reporting 3x higher task reliability than leading baseline models on matched hardware.