Real worlddata delivered.

Densely labeled egocentric and multi view recordings of real human work, captured across homes and workplaces.

What makes us different.

01

We collect the data ourselves.

Informed consent from every participant, per frame provenance, documented redaction. No scraping, no gray zone licensing. Every hour is ours to sell and yours to train on.

02

Your task spec, your schema, your embodiment.

Commission against your task list and training format.

03

Labeling software we built ourselves.

Per frame hand pose, segmentation, action primitives, word level transcripts, each schema validated and quality gated before it ships. Delivered in your schema and format, ready to drop into your training and review tools.

04

Capture rigs built in house.

We build our own multi camera rigs, so sync, calibration, and quality are controlled at the source, not patched in post. And increasingly, the capture hardware itself, available to the teams we collect for.

05

From the home to the industrial floor.

Through our partners we capture inside real operating businesses: logistics, hospitality, food service, and industrial work, alongside everyday home environments.

What we provide.

We capture and label across these modalities. Take the full stack, or only the ones your models need, matched to your task and embodiment.

Open data

Judge the data yourself.

A browsable slice of what we deliver: real episodes with egocentric video, hand pose, object masks, action primitives, and per frame contact.

Open the data viewer

Work with us.

If you can specify it, we can capture it. Every engagement is scoped to your models.

  • Your task · captured to your spec and embodiment
  • Your environment · homes, workplaces, and the industrial floor
  • Your modality · video, audio, hand pose, segmentation, and touch
  • Your scale · a one off collection or a continuous pipeline
First reply< 24 hours
TurnaroundScoped per engagement