A grasp worth learning.
A reach. A grasp. A placement. Human demonstrations give robot learning a place to begin.
Human experience. The next training ground.
Vernia Labs / Physical AIHuman demonstrations, captured by hand.
The next robot skill
starts in your hand.

Bring real-world manipulation
into the learning process.
Pick up. Move. Place. Repeat.
Vernia Labs is a physical AI research company working on the data layer. Grip One is our first offering: a handheld UMI gripper for collecting manipulation demonstrations in the real world.
Explore our hardwareA reach. A grasp. A placement. Human demonstrations give robot learning a place to begin.
Grip One brings a handheld interface to the process of collecting those demonstrations.
Our focus is the data layer that connects physical interaction to robot learning.
A handheld interface for
real-world demonstrations.
The next addition to
our hardware lineup.
The data layer for physical AI.
More to come.
One waitlist for Grip One, tactile gloves, and Data.
Choose your interests. Hear from us as things take shape.
Exploring physical AI? Building a dataset?
We’d love to hear what you’re working on.