Real people, their own devices, the rooms they actually live and work in. Speech is the deepest line on the bench — thousands of hours, nine locales, consent on every file. Video, image and text run on the same recruiting and QA machinery.
Four modalities, one machinery: recruit to a quota, consent on the file, a written protocol, a pilot batch, then weekly delivery with a quality report. What changes per modality is the kit and the protocol, not the people or the gate.
Two-party calls, spontaneous speech, read prompts, accents to quota, and the same script in a car, a kitchen and a warehouse.
Task video from a phone or an action camera — third-person and first-person — plus the embodied capture on the Physical Intelligence pages.
Photographs to a spec — products, scenes, documents, faces with consent — across the devices and lighting your users actually have.
Written dialogues, prompts and chat transcripts authored by people who work in the sector, in the register the sector actually uses.
Not the dataset — the input your model gets wrong. A clip, a photo, a paragraph is enough to start.
Quantity, locales, devices, conditions, annotation depth — and the contributor rate you will be paying, stated as its own line.
Five percent of the volume, delivered first, so the spec breaks early instead of at the end.
Drops into your bucket with a quality report and the reviewer chain attached to every batch.
Contributors record on their own phones, in their own rooms, in the accent and the light they actually live in. Blue is where the bench runs deepest today — 9 locales across Europe, Asia and the Americas — and anything beyond it is recruited to order against a locale quota, with the first crew on file inside two weeks.
Pick a task on the workspace, do it on your own device in your own space, and get paid once it passes review. The rate is on the task before you start, and it is the same rate whoever the buyer is.
Twenty-minute sessions on your phone: read prompts, conversations, noisy rooms. Locales we are short on pay above base.
Five to fifteen minutes of a real task on a phone tripod, or on a chest camera we ship you. Rig programs pay per finished hour.
Shelves, products, documents and scenes to a brief, on the phone you already have. Matched-condition sets pay per pair.
Multi-turn dialogues, prompts and instructions in your own language, in the register of the sector you work in.
Payout seven days after approval, $10 minimum balance, by bank transfer or UPI. Consent is on every file and can be withdrawn before payout.
Send one input your model handles badly — a clip, a photo, a paragraph. We will tell you what would fix it, and what it would cost, before anyone signs anything.