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WorkAgriData Intelligence Platform
Data Analytics

AgriData Intelligence Platform

AgriLink East AfricaAgriculture / NGO2022

A geospatial analytics platform helping agricultural NGOs track crop yield, weather correlation, and intervention effectiveness across 12,000 smallholder farms.

20 weeks2 data engineers, 1 mobile engineer, 1 GIS specialistPythonPostGISReactPower BIMobile Forms
Targeting accuracy
intervention effectiveness
12K
Farms tracked
across 4 countries
Real-time
Data submission
from offline-first mobile app
−90%
Manual data entry
field officer workload
AgriData map dashboard — farm network view
Farm network — map dashboard
01

The Challenge

Field data was collected on paper, digitised manually into Excel, and had typically lost any time-sensitivity by the time it reached analysts. There was no way to track whether interventions (seed distribution, training programmes) were actually improving outcomes.

02

Our Approach

We built two things in parallel: a lightweight mobile data collection app for field officers (offline-first, works on basic Android) and a Python + PostGIS analytics backend that processes submissions, joins them with satellite weather data, and feeds a map-centric Power BI dashboard. The data model was designed specifically for longitudinal outcome tracking.

03

The Outcome

Intervention targeting accuracy improved 3×. Field officers now submit data in real time rather than batches. Leadership can see crop yield vs weather correlation across the full farm network within hours of data collection.

Project Screenshots
AgriData yield vs weather correlation chart
Yield vs weather correlation
AgriData intervention tracking panel
Intervention tracking
AgriData mobile data collection app
Field officer mobile app

For the first time, we can actually see whether our interventions are working — and where to focus next season. This platform has fundamentally changed how we allocate resources.

RA

Ruth Atukunda

Director of Programmes, AgriLink East Africa

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