Human purpose
Robots should take on repetitive, dangerous, and physically demanding work.
ABOUT KINEMOR
Kinemor exists to help Physical AI move from demos into real work, so humans can spend more time creating, building, caring, and inventing.
Talk to KinemorWHY WE STARTED
Before starting Kinemor, we spent several months at an SF-based physical AI and robotics data company as it scaled from 100K to 1M hours of egocentric data.
Our experience covered field data collection, warehouse operations, logistics, data ingestion, and backend engineering for its crowdsourcing app, which reached 200K signups and 50K daily active users.
That taught us a simple lesson: useful robotics data needs more than scale. It needs context, reliable infrastructure, quality control, ethical collection, and a path across embodiment gaps, sim-to-real issues, and hardware differences.
WHAT WE CARE ABOUT
Robots should take on repetitive, dangerous, and physically demanding work.
Data should reduce the gap between models, simulation, hardware, and the real world.
Capture, ingestion, review, and delivery need to work as one system.
Permission, privacy, and usage rights should be designed before collection starts.