All datasets

Dataset program

Train industrial robots on the work that actually happens on the factory floor.

Real factory human demonstration data for assembly, inspection, tool use, winding, soldering, crimping, and bimanual industrial workflows.

Video context. A real factory workflow showing tool use, hand placement, and task execution for industrial robotics training.

Built for model teams

Useful coverage, documented clearly.

Every program is scoped around the task decisions your team needs to make, then delivered with the context needed for review, training, and audit.

Assembly and kitting policy learning
Inspection and quality-control behavior
Tool use, winding, soldering, and crimping
Bimanual manipulation and hand-object interaction

Capture specification

EnvironmentsFactories, workshops, assembly stations, and production floors
TasksAssembly, inspection, winding, soldering, crimping, and tool use
ViewsEgocentric and synchronized exocentric capture
DeliveryMP4 video, JSON or CSV annotations, QA manifest, consent reference

Common questions

Before you scale the collection.

Can factory data be captured to our task schema?

Yes. We scope objects, actions, stations, camera views, and annotation fields before capture.

Is the data licensed for commercial AI training?

Commercial-use consent and delivery terms are documented as part of the program scope.

Continue reading

Read the related robotics data guide

Start with a focused evaluation.

Share the task, objects, environment, target hours, and schema. We will recommend the smallest useful sample.

Request a data brief