AI-data work is not bundled into ordinary user testing. Every paid data pilot gets a scoped licence that defines permitted use, contributor consent, quality rules, retention, redistribution, and deletion rights.
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Licences can cover speech recordings, translation pairs, prompts, preference ratings, safety red-team notes, transcription, and annotation outputs collected from qualified Nigerian contributors.
Contributors see a separate AI-data consent notice before data reuse. Payment is not a substitute for consent, and consent basis is logged with the dataset record.
The licence states whether the buyer may use the dataset for model training, evaluation, internal benchmarking, research, or production model improvement. Redistribution is not included unless expressly agreed.
Datasets include provenance metadata, task instructions, review gates, sampling limits, and known caveats so AI teams can decide whether the data is fit for purpose.
Personal identifiers are minimized. Buyer access is scoped to approved exports, and sensitive fields are redacted or aggregated unless the licence explicitly requires otherwise.
A pilot delivery can include the data files, manifest, README/data card, consent summary, QC report, and a licence schedule signed or approved before work starts.
Ordinary product-test recordings are not reused for buyer model training unless a separate AI-data consent and licence path has been agreed.
It protects contributors, buyers, and 9jatesters. AI teams get clean provenance; contributors understand reuse; buyers know exactly what rights they are purchasing.
Send language, volume, use case, model-training rights, redistribution needs, and quality bar. We will map the right licence before collecting data.