The robotics data market

An industry taking shape

Robotics is bringing together engineers from frontier AI labs, autonomous driving programmes and established robotics research groups. Investment is following, supporting companies developing robot models, physical systems and tools for training and deployment. An industry is taking shape, but its foundations remain fragmented.

Many teams still have to assemble their own data collection, evaluation, hardware and deployment processes. Work done for one project can be difficult for another to reuse.

What buyers need

Robotics teams need more than access to datasets. They need a way to commission data for a particular task, explain what acceptable output looks like and check that the delivery meets those requirements. Data vendors, collection providers and public dataset repositories serve different parts of that need.

Open expert networks

• Mercor$10BOct 2025 round

Open robotics marketplace

• Hugging Face$12.93BAnnounced deal
• THORTarget position

Managed digital data

• Scale AI>$29BJun 2025 investment
• Surge AI$25B+Reported target

Managed robotics data

• XDOF~$1.2BReported
• Mecka~$500MReported

Top: open supply · Bottom: closed · Left: digital data · Right: physical data

Open / supplyClosed / supply

Open expert networksOpen robotics marketplaceManaged digital dataManaged robotics data

Mercor$10BOct 2025 round

Hugging Face$12.93BAnnounced deal

THORTarget position

Scale AI>$29BJun 2025 investment

Surge AI$25B+Reported target

XDOF~$1.2BReported

Mecka~$500MReported

Digital / model dataPhysical / robotics data

Bubble areas reflect the figures shown: dated funding valuations, an announced acquisition price and reported targets. These measures are not directly comparable. THOR marks its target position.

Sources:Scale AIMercorHugging FaceSurge AIXDOFMecka

THOR's opportunity

Connect robotics buyers with a broader contributor network, using clear specifications and verification to make delivered work comparable.

THOR's opportunity

The map shows THOR's intended position across the data market. Supply-side openness describes access to contribute; code licensing, customer data permissions and participation rules are separate dimensions.

THOR aims to connect that demand with a broader contributor market. The opportunity is to make specialised work easier to source across suppliers, with a common basis for comparing what is offered and delivered.

Over time, the same approach could support commissioned data collection, simulation and other robotics work. Public resources and private commercial projects can coexist, with access and reuse governed by the rights attached to each.

The THOR Data overview explains the service, the private beta and the transition to permissionless annotation after beta.