How it works

Specification to delivery.

Task specification, consented collection, quality review, and licensed demonstrations.

Browse datasets

The workflow

From robot tasks to training data.

Catalog datasets and custom collections follow the same steps.

  1. 01

    Define the specification

    We define what the data must contain: modalities, tasks, labels, environments, and the acceptance criteria.

  2. 02

    Source consented contributors

    We recruit contributors who fit the specification and collect explicit consent and licensing at the point of contribution, so rights are established before any data is captured.

  3. 03

    Collect at the origin

    Contributors capture egocentric task video, human manipulation, or robot teleoperation to the specification. Timestamps, actions, sensor records, and labels are captured alongside the demonstrations.

  4. 04

    Review and QA

    Submissions are reviewed against modality-specific signal, metadata, and labeling criteria, with redaction applied where the specification requires it.

  5. 05

    Package and pilot

    We assemble a review package, then run a pilot before scaling the program.

  6. 06

    Deliver with rights attached

    Accepted data is delivered with the provenance and license records defined for the engagement, through the agreed access channel.

Questions

Working with us

Can we start from an existing dataset?
Yes. Every catalog entry publishes a buyer datasheet with capture specifications and review access. If an existing dataset fits, evaluation can begin from those records.
What if the data we need does not exist yet?
That is the common case. A build-to-spec collection program is run against the stated requirements, with QA and acceptance criteria agreed before collection begins.
How do we evaluate quality before buying?
Start with the published datasheet. Review packages provide schema details and sample metadata, with representative media, QA summaries, and licensing documentation available in a buyer review package.
How is delivered data accessed?
Request a review package from the dataset page. Production delivery format and transfer method are confirmed for the engagement.