Collecting data for
humanoids.
The glove measures joint angles and grip force in newtons while your hand works. It writes episodes your training stack already reads.
Reserve the first run →01 · The gap
Robots can see.
They cannot
Policies break at the grasp. Once the object covers the fingers, the camera has nothing left to measure, and pressure was never in the frame to begin with.
02 · What one glove records
- Force
- 100N
- Position
- 26DoF
- Rate
- 120Hz
- Sync
- <10ms
pressure at the fingertip, calibrated from 0.1 N, normal and shear
read at the joint itself, on the hand
force and position sampled on the same frame
one clock for both streams, checked on every episode
DG-1 · concept render
03 · The hardware
Built to disappear on the hand.
- 01Three force pads.
They sit on the thumb, index and middle finger and read normal and shear force in newtons. - 02Sixteen motion nodes.
Each one sits flush in the knit and tracks its joint at 120 Hz. - 03One clock.
It timestamps force and position together, so what comes out is an episode your stack can open.
DG-1 · concept render
04 · The evidence
Video alone cannot capture the rich contact signals critical for mastering manipulation.
Meta FAIR, arXiv:2512.08920
accuracy once the object covers the fingers
PCK on standard hand-pose benchmarks
05 · Side by side
How robots learn manipulation today.
The force column is where the table thins out.
| Data source | Finger position | Grip force | During contact (fingers hidden) |
Cost to scale |
|---|---|---|---|---|
| Internet & egocentric video | Guessed from pixels | None | Accuracy halves | Cheap, scrapable |
| Vision hand-tracking | Estimated | None | Fails at the grasp | Cheap |
| Robot teleoperation | Robot joints | Rare, uncalibrated | Yes | A robot per operator |
| Simulation | Perfect but synthetic | No validated contact physics | Yes | Near-free |
| Digitus glove | Measured · 26 DoF @ 120 Hz | Calibrated · 0.1 to 100 N | Unaffected | Human-speed, no robot |
06 · Work with us
Tell us the hand you're training.
Send us the robot hand you train and the format you need. We reply with a draft LOI and a quote inside two business days.