Agriculture · 2024

Out-Grower Management Platform

Illustrative project · Client details and outcomes await verification. 12,000 contract farmers registered, scored and paid through one offline-first platform — with side-selling down by a third.

Mobile AppsCustom SoftwareAI & Machine Learning
HLM Digital Solutions / conceptual study
The challenge

Where it started

Managing thousands of smallholder contracts on paper meant input leakage, ghost farmers, slow payments and no reliable yield forecasts for buyers.

The solution

What we built

An offline-first field app registered and geo-verified farmers, tracked input loans and collections, and fed an AI yield model — with farmer payments automated end-to-end.

Illustrative outcomes

12,000farmers on platform
-30%input leakage
±8%yield forecast accuracy

Technology stack

React NativeDjangoPostGISTensorFlowAzure

Client

AgriGrow Contracting* — Agriculture

Illustrative client identity. This is not a verified customer reference.

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