Tasks
Task-scripted capture
Contributors follow your task list and shot spec, at home, at work or in the field.
Egocentric & physical-AI video capture
First-person video of real work, captured to spec.
Egocentric and physical-AI video from vetted contributors in the United States, Latin America and the Middle East: household, workplace and skilled tasks, recorded on the devices and mounts you specify, with consent and QA on every clip.
72-hour paid pilot · Evidence for every expert · Free replacement
What you receive
- Task-scripted capture
- Device & mount checks
- Verified contributors
- Clip-level QA
Delivered as
- Video in your codec
- Per-clip metadata
- Narration
- Segment labels
The problem
Robots learn from what they've seen people do.
Physical AI needs first-person video of real tasks in real places, and it needs it clean: consistent framing, the right devices, verified contributors and consent you can show.
Crowd-sourced footage fails on the details: wrong angles, hands out of frame, unclear rights. Each of those costs you a clip.
- Inconsistent framing and devices
- Unverified contributors and unclear consent
- No QA until the footage is already delivered
What we deliver
What you receive.
Vetted capture contributors and skilled workers, plus reviewers who check every clip against your spec. Delivered in your format, with a provenance record for every item.
Devices
Device & mount checks
Head or chest mounts, phones or your own hardware, checked before the first clip.
People
Verified contributors
ID and liveness for every contributor, with a signed agreement before any paid work.
QA
Clip-level QA
Framing, hands in view, lighting and task completion checked before delivery.
Labels
Annotation
Action segments, narration, and object and hand labels on the footage.
Regions
Regional coverage
Contributors in the US, Latin America and the Middle East, with sign-up in English, Spanish and Portuguese.
Typical outputs
- Video in your codec
- Per-clip metadata
- Narration
- Segment labels
How vetting works
Every expert comes with the evidence.
Rather than a profile and a score, you get the record behind each person on your project, and you can review it before they start.
- Recorded AI video interview with the full transcript and a scored rubric
- ID and liveness check, with duplicate-account detection
- Credentials checked with the issuing body where the role needs them
- Integrity flags from the interview, shown to you in plain words
- Paid calibration against gold answers before any client work
How an engagement runs
From first call to scale, pilot first.
Scope
Tell us the task, the domain, the languages and your quality bar. We write the rubric with you.
NDA on requestMatch
We staff vetted experts whose field and language fit the task, and share their evidence packs.
Evidence per expertPilot
A 72-hour paid pilot on your real task, with gold items, dual review and agreement scores.
72 hours, paidScale
Scale on the model that suits you: hourly, per task or a managed pod. Free replacement throughout.
Free replacement
Related solutions
Often paired with this.
- Speech Audio & speech data Recording, transcription and speech-model evaluation by verified native speakers.
- Data Data partnerships & licensing Rights-checked company data, sourced to your spec through our partnership program.
- Languages Multilingual & low-resource language evaluation Arabic (MSA and dialects), Urdu, Spanish, Portuguese and more, by native speakers.
Get started
Tell us the gap. We'll scope the pilot.
Every engagement starts with a 72-hour paid pilot. We reply to every request within two business days.
Talk it through
A 30-minute call with the founding team. Bring the task, the domain and your quality bar.
Get a quote
Share the scope in two minutes: service, team size, languages, start date and budget band.