Deepen Refinery™
License datasets for autonomous vehicles, robotics, and Physical AI, or commercialize your own sensor data while retaining control over access and use.
One neutral marketplace. Clear license terms. Visible validation status.
Invite-only beta is live. Access is granted in cohorts.
A neutral marketplace built around the needs of data owners and the teams building Physical AI.
For buyers
Evaluate real-world datasets for your next program before investing in another collection.
For data partners
Bring selected datasets to market while retaining ownership. Get paid on every sale.
The initial catalog brings together Deepen’s own data and datasets from participating partners, starting with egocentric video, motion capture, and vehicle data.
First-person footage of human activities and interactions for embodied AI development.
Human movement data for teams working on robotics and embodied intelligence.
Real-world driving and sensor data for automotive and autonomy development.
Listings distinguish data offered as-is from data validated through Deepen. Deepen validation confirms that a dataset’s provenance and taxonomy match what the listing states.
Not validated through Deepen. This does not mean the data has never been checked by its owner.
Deepen has confirmed that the dataset’s provenance and taxonomy match the listing.
Refinery connects data owners and buyers without building competing foundation models.
Deepen does not build its own foundation models. Our role is to support the teams that do.
Data partners set their license terms and can block specific companies, including direct competitors.
Deepen’s own datasets follow the same listing requirements and validation criteria as partner datasets and receive no preferential placement.
Deepen brings experience in sensor calibration, annotation, and validation to Refinery, connecting data expertise with a marketplace for real-world datasets.
Deepen Refinery is a neutral marketplace for real-world Physical AI data. Buyers can preview samples, review license terms, and check validation status. Data partners choose what to list and control the terms under which it can be licensed.
No. Data partners set license terms and can block specific companies, including direct competitors. Partners can remain anonymous to buyers during the beta.
No. Partners can list data as-is or have Deepen confirm that the dataset’s provenance and taxonomy match what the listing states. Listings show which applies.
Refinery serves foundation-model developers, robotics and automotive teams, enterprise research organizations, and companies or labs with real-world data to license.
Data partners get paid on every sale. Contact the Refinery team to discuss commercial terms for your data.
The invite-only beta is open, with access granted in cohorts. Model-developer access is planned for October. Request access at refinery.deepen.ai.
Request access as a buyer or data partner. Explore real-world datasets or discuss listing your data on your terms.
For data-partner inquiries: list@deepen.ai
