THE PROBLEM
The last mile of manipulation
Open datasets lack dexterous data
Public corpora are full of locomotion and grasping, but almost none capture fine, contact-rich finger manipulation.
In-house teleop is slow and costly
Standing up a teleoperation farm burns months and millions before a single useful clip is recorded.
Without it, manipulation stalls
Models plateau on real-world dexterity because the long tail of human hand motion is simply not in the data.
HOW IT WORKS
From first-person human hands to training-ready data
Capture
A global network of trained capturers records first-person, egocentric data of dexterous, contact-rich motion with phones and motion sensors.
Edit
We clean, segment, label, and format the data for robotics training pipelines.
Deliver
You get high-volume manipulation datasets, ready for your manipulation models.
FOR ROBOTICS TEAMS
Get egocentric data for dexterous manipulation
Tell us what your model needs. We'll put together a representative sample so you can evaluate fit before you scale.
Volume on demand
Scale from thousands to millions of clips without standing up your own ops.
Contact-rich & dexterous
Fine finger manipulation and tool use, not just grasps and pick-and-place.
Edited & training-ready
Cleaned, segmented, and labeled to drop straight into your pipeline.
Custom task collection
Commission specific manipulations tailored to your model roadmap.