real-world data that teaches robots how the world works.
a managed capture network: real people record everyday tasks, verified experts add judgment — framed, timestamped, QA-audited, consent-clean.
30+ years of production · 10k+ hours captured · neutral by charter.
trained on matchpoint data
the data modalities embodied AI actually needs.
Not scraped, not synthetic — captured by real people in real places, then structured and audited so your team can train on it the day it lands.
30+ DoF · full-body
we run the whole operation — you just get the data.
We recruit and vet the people, capture to your spec, check every clip, and deliver structured data on a schedule. No task queues to manage, no crowd to police.
source & vet
We recruit and screen contributors in the regions and demographics you need, brief them on your spec, and stand up capture in days — not quarters.
capture & qa
Footage comes in against your task definitions and is audited clip-by-clip for framing, coverage, and quality before anything reaches you.
structure & deliver
Accepted data is labeled, formatted to your schema, and delivered on a predictable cadence with full provenance and reporting.
the reach of a network, the rigor of a lab.
vetted, trained contributors
Every contributor is screened, trained to spec, and quality-scored — the reach of a network without the quality lottery.
on-site, real environments
We capture in the homes, workplaces, and outdoor settings your AI actually operates in — the distribution a studio set can't fake.
production-grade qc
Native-speaker audio verification, multi-layer review, and acceptance reporting — backed by 30+ years of production.
every modality, one partner
Video, audio, image, and FAA-certified aerial under one roof — plus off-the-shelf datasets when you need data today.
committed to security, privacy & compliance.
Provenance, consent, and security wrap every asset we deliver — across every modality.
EU data collection with full participant consent workflows and data-subject rights.
Protected-health-information protocols for healthcare-related recording projects.
Encrypted transfers, documented handling, and access controls — capture to hand-off.
Every contributor consents to exactly how their footage is used — and can revoke it.
Every asset is traceable end to end, with clean licensing and no rights ambiguity.
Off-the-shelf, consent-clean datasets when you need ready-to-use data fast.
tell us what your models are missing.
We'll scope a capture program and show you sample data — usually within a week.