Caryx / Real world data / v0

Real world data delivered.

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

What makes us different.

01 / Rights secured

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 / Custom collection

Your task spec, your schema, your embodiment.

Commission against your task list and training format.

03 / Agentic annotation

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 / Our own hardware

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 / Real environments

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.

01
Video
Synchronized first person and overhead views of every task.
02
Audio
Spoken narration, transcribed and time aligned to the action.
03
Hand pose
Full 3D hand pose for both hands.
04
Object segmentation
Pixel precise masks tracking every object in play.
05
Action primitives
Every sub action, segmented, timed, and attributed.
06
Provenance
A tamper evident chain of custody, capture to delivery.

Work with us.

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

01Your task · captured to your spec and embodiment
02Your environment · homes, workplaces, and the industrial floor
03Your modality · video, audio, hand pose, segmentation, and touch
04Your scale · a one off collection or a continuous pipeline
Every delivery is schema validated, quality gated, and shipped with full provenance.
caryX

Real world data, delivered.

© 2026 Caryx