/ USE CASES

Built for every embodiment.

From a single dexterous hand to a fleet of humanoids, Telemanual supplies the demonstrations, teleoperation, and pipeline each program needs. Choose your domain to see how.

PRECISION

Dexterous manipulation

Fine-grained grasping, insertion, and assembly demand contact-rich demonstrations with tight visual and force feedback. Telemanual captures multi-view RGB-D, joint torques, and 6-axis force at the gripper, time-aligned to the millisecond.

THE CHALLENGE
Contact events are hard to label by hand
Subtle force cues get lost between sensors
HOW TELEMANUAL HELPS
Auto-detected contact and grasp events
Force/torque fused into every trajectory
Teleop demos from leader arms or gloves
EXAMPLE DATASET
telemanual/dexterous-pick-v2
Episodes12,480
Cameras3 × RGB-D
Avg length8.4 s
Success rate94%
Franka PandaxArm 7Allegro hand
Start a pilot for manipulation

/ OUTCOMES

What teams get out of it.

10×
faster than building in-house
1M+
trajectories delivered
<1 wk
to first dataset
6
embodiment classes

Don't see your embodiment? We've probably wired it.

Start a pilot