We help factories monetize with AI and Robotics. Backed by the founders of Scale AI, Coinbase, Vercel, Dropbox, and Hugging Face.

Before we even deploy robots, we transform your factory's economics. Our data collection phase provides three immediate sources of value.
Observed across our 300+ factory deployments. Workers naturally become more efficient when equipped with our measurement devices (Hawthorne Effect).
We do a comprehensive study of your current tasks and identify how much can be automated. Get clear insights into potential productivity gains and ROI.
Are your employees working for their entire shift? Only pay for true work time. We provide an efficiency report so you know how much each person is actually working.
This is the foundation. We deploy our devices for just 1 day to capture the necessary training data. This phase triggers all the short-term benefits (efficiency & insights) while preparing your facility for the future.
LOOP forever:
WHILE input_box has adapters:
MOVE adapters to press_bed
IF right_hand holds 3 adapters:
PLACE 3 stamped adapters

We identify the single most economically useful task to automate. Partnering with our scientific advisors, we train a robot specifically for your line.
Scale up. We move from pilot to production, training models for every automatable task. This enables 24/7 production and eliminates downtime from a lack of workers.

10,000 devices in production. Our hardware captures hand-motion data without compromising factory IP or worker identity.

Head cameras point strictly at hands. Wrist sensors capture micro-movements. No faces, no proprietary facility details.
Mass production active. Ready for global deployment.
Real-time automazability scoring without cloud latency.
Scientific Advisor
Current AI Lead at Agility Robotics ($2B Valuation). Former research scientist at Nvidia and Meta AI.
Scientific Advisor
Lead of Physical Superintelligence Lab at USC, MIT PHD. Pioneer in learning from human video for physical agents.
LUCY GUO: Scale AI ($30B)
GUILLERMO RAUCH: Vercel CEO ($9B)
DROPBOX FOUNDERS ($7B)
COINBASE FOUNDERS ($60B)
HUGGING FACE FOUNDERS ($4B)