Transform your data into deep insight
Cities in the Afreka observation network
The Network
Human observation. Verified pipeline.
On-demand dispatch. Every record clears verification before delivery.
Active Dispatch
Observers go where satellites and scrapes cannot.
Verification Layer
Quality is a constraint, not a late filter.
SMS-First Channels
Tasks and submissions over SMS and WhatsApp. No app required.
Structured Delivery
Geocoded, time-stamped records ready for model ingestion.
How it works.
01 — Collect
Tasks to observers.
Dispatch via SMS and WhatsApp. Partners claim assignments and earn per verified observation.
No app. Observers already have the phone and the channel.
Afreka
online
The network, by the numbers.
Sub-Saharan deployment. Largest ground-truth gap on earth.
Typical turnaround from request to verified structured data.
Observations verified before they enter the pipeline.
Deployed on channels that already exist.
Observers receive dispatch and submit over SMS, WhatsApp, and mobile networks — no new app required.
Request the observation layer.
Access the ground-truth network.
We onboard in cohorts. Request a slot for your team.