Data collection for AI and research

Licensed, consented, locally sourced imagery, audio and text from Uganda, collected to a written specification.

From: about USD 843.23Converted from UGX 3,300,000
Turnaround: Quoted per specification

What this actually involves

Models trained on scraped western data perform badly on Ugandan inputs, and the organisations that know this are willing to pay for properly sourced local data. We collect to specification: photographs of specified subjects, speech recordings in named languages, labelled text. Every contributor signs a consent form that states exactly what the data will be used for, and we keep that consent record for the life of the licence. We do not sell anything we cannot show consent for.

What you receive

Data delivered to your schema, with a written collection protocol
A signed consent record for every contributor
Chain of custody from collection through delivery
Quality assurance pass with a documented rejection rate

Who commissions this

AI labs building models that need African-language and African-context data
Universities and research groups
Localisation and speech technology companies
Anyone who needs the licence position to be defensible

Also available

Other services

Business and property verification

Confirm that a company, premises, plot or asset exists, is occupied, and is what the other party says it is.

From USD 76.66Converted from UGX 300,000Details

Market intelligence

Prices, stock, competitors and distribution, collected in the market rather than estimated from a desk.

From USD 383.29Converted from UGX 1,500,000Details

Mystery shopping

See your branch, outlet or agent the way an ordinary customer does, not the way a scheduled inspection does.

From USD 229.97Converted from UGX 900,000Details

Tell us where to go and what to confirm.

Send the location and the questions. We will come back with a fixed price, a named researcher and a date.

Request a field check WhatsApp us +256 705 498 258