Ground-truth data for AI built on Africa.
Wecollect is the verified data layer that trains the models defining Africa's AI future — voice, vision, geospatial, and survey at scale.
The Problem
What we solve.
Context Gap
AI models trained on Western data fall in African contexts.
No Transparency
Manual processes leave no audit trail — and no way to prove data quality to clients or regulators.
Scaling Risk
Scale makes the problem worse: every additional agent multiplies the risk of errors, fraud, and inconsistency.
Key Features
How Wecollect solves data problem with AI.
African-Language Voice Data
Structured audio corpus collection across African and African languages — Hausa, Yoruba, Igbo, Swahili, and more.
Geo-Tagged Field Photography
Verified, location-stamped visual data from African streets, markets, and infrastructure.
Geospatial Ground Truth
GIS-validated field data that confirms or corrects AI-generated geographic predictions.
Survey & Structured Text
Clean, annotated survey responses capturing local context that satellite data misses.
Human-in-the-Loop Annotation
Field agents as annotators — labeling, verifying, and validating model outputs from the ground.
Custom Data Collection Pipeline
Bespoke data collection projects designed around your model's specific training requirements.
Client Proof
Deployed in the field.
Deployed at scale in challenging field conditions.
Wecollect's platform handled the full data validation workflow — from form design to validated data delivery. Real-time supervision, GIS validation, and automated QA throughout.
FAQ
Our Users already asked, and We answered
The Wecollect App helps you and your business collect data on different disciplines and query across Nigeria.
Firstly, install the Wecollect app on your android or iOS mobile phone. Create an account with just your full name and phone number.
Yes you can customize the questions on the platform to suit your project query.
Yes your data is secure on the platform.
Yes you can collaborate with others. All you have to do is share your organisation ID with your field agents who would be collecting your data.
