
Manipulation
Trust infrastructure for physical AI
Every listing is verified against the actual files and graded A+ to F before it goes on sale. Buyers know what they are paying for. Sellers keep full ownership.
In beta. Request access
Verification and grading run on every dataset, seller files are read-only, always
Coverage across household, industrial, hospitality, construction, and personal care environments, through our supplier network. If it is not listed, we can source it.
3 open interest cards from buyers right now: what they would buy if it were listed. How requests work
Marketplace
Every listing carries a verification stamp and a KB Quality grade, so you can compare like for like before you pay.

Manipulation

Manipulation
Cannot find it?
Tell us the task, environment, robot, and volume you need. We scope it against our supplier network and come back with a proposal.
Request a datasetTwo results, never mixed
Is the seller telling the truth, and is the data any good. We answer them separately, because a modest honest card on great footage should do well, and an inflated card on the same footage should not.
01 · Verification
Every factual claim on the dataset card is checked against the actual files. Each claim comes back with one of three stamps, always with the evidence attached.
02 · KB Quality grade
An independent grade from A+ to F on four quality pillars, using the same versioned weights for every seller, so a grade means the same thing everywhere.
For sellers
For buyers
Request access as a buyer, or list the data you already hold.