Real-world data from Nigeria, verified person by person.
First-person work video and everyday conversation, recorded by consenting Nigerians in their own shops and kitchens. Built for teams training robots and speech models on the world as it really is.
Three promises on every clip.
Every contributor ID-checked
BVN or NIN plus a live selfie, matched to a bank account in the same name, before any paid task.
Reviewed by a person
Automatic checks catch black frames, duplicates and still phones. Then a reviewer approves or cuts each minute.
A consent record per clip
Contributors say the consent line on camera in their own language. The version and date ship in your manifest.
Real work, filmed from the worker’s own eyes.
Hands-on trades
Tailors, mechanics, phone repair, welders
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Market conversation
Buying and selling in Pidgin and more
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Kitchens and food
Home and buka kitchens, start to finish
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Workshops and repair
Metal, wood and engines in open workshops
BrowseFour checks before a minute reaches you.
The person
BVN or NIN, a live selfie matched to the ID, and a bank account in the same name.
The place
Every workplace is registered with the owner’s consent and a location fence.
The recording
A spoken challenge code, motion sensors and GPS show it was filmed live, on the job.
Every minute
Automatic checks, then a person reviews each minute. We pay only for approved minutes.
Start from a dataset.
Tailoring, first-person
Head-mounted video of Lagos tailors measuring, cutting and sewing in their own shops.
Auto mechanic, first-person
Mechanics diagnosing and repairing cars and motorcycles in roadside and workshop settings.
Phone repair, first-person
Close, fine-motor work: screen replacement, soldering and diagnostics at phone repair stalls.
Tell us what you need. We collect it to your spec.
Trade, language, hours, label layers and format. We send a free 10-hour sample first, then weekly batches with QA reports. How buying works