Question 1

What does World Data Labs do?

Accepted Answer

We build evaluations and data partnerships for the physical world. We deploy non-invasive cameras and motion sensors on factory floors of partnered manufacturers and turn the captured workflow data into both automation insights for the manufacturer and multimodal training/evaluation datasets for frontier AI labs and robotics companies.

Question 2

Who is World Data Labs for?

Accepted Answer

Three audiences: (1) manufacturers in the US, Mexico, Canada, Argentina, Brazil, Costa Rica, and the Philippines that want a free automation scorecard and matching with robotics vendors; (2) AI labs and robotics companies that need diverse, high-fidelity physical-AI datasets; and (3) research universities working on physical-AI evaluation.

Question 3

How much does a factory pay to partner with World Data Labs?

Accepted Answer

Nothing. The data partnership with our AI-lab customers covers the cost of instrumenting the factory floor, the assessment, and ongoing data collection.

Question 4

What kind of data does World Data Labs collect?

Accepted Answer

Paired egocentric (headset) and overhead video, motion / pose data, hand and finger sensor data where present, and actuator / control-system feedback. All collection is privacy-centric — we do not sell or share worker identity data.

Evaluations for the physical world.