What If Nigerian Farmers Had an AI That Understood Their Crops?

Baagrilink is testing an AI-powered farming platform for Nigerian smallholders, combining soil testing, crop advice, farm management and a marketplace to help farmers grow and earn more.
Zainab Bakare
Zainab Bakare
• Startup • 1 hour ago • 5 minute read •
What If Nigerian Farmers Had an AI That Understood Their Crops?

A maize farmer notices her leaves yellowing three weeks after planting. Is it a nitrogen shortage, a pest, or too much rain? She can guess, call another farmer, or wait for an extension officer who may never come.

For millions of Nigerian smallholders, guessing has always been the default. Baagrilink, an agritech venture, is testing a prototype built to change that.


What Is Baagrilink and How Does It Work?

Baagrilink is a digital farming platform that brings three connected tools into one place: a soil test, an online marketplace and an AI agronomist. The idea is to cover the whole farming cycle, from the first decision about what to plant to the final sale of the harvest.

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Bashir Azeez, the founder of Baagrilink | Image source: Tribune Online

The platform is being tested ahead of launch. This testing phase gives the team room to learn how farmers actually work, what they trust and where the app falls short.


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Soil Testing in Nigeria

Soil testing is one of the most useful and most ignored steps in farming. A soil test shows nutrient levels, acidity and other conditions that decide which crops will do well and how much fertiliser is worth buying.

Without it, farmers often apply fertiliser by habit or by price, which can mean wasted money and tired soil.

Baagrilink lets farmers upload their soil test results and receive a full analysis with tailored recommendations.

This solves the problem of many farmers who do get a test done are handed a sheet of numbers they cannot interpret. The app turns those numbers into a simple guidance on what the soil needs and what to do next.


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An AI Agronomist for Nigerian Farmers

The centrepiece isthe AI agronomist. Farmers can ask questions about their crops and receive guidance based on their own farm data. Think of it as an agronomist in your pocket, available at any hour.

This is a tool really needed in the agricultural space in Nigeria. Nigeria has far more farmers than extension workers, so expert advice is stretched thin.

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An AI agronomist cannot replace human expertise, and it should not try to. What it can do is answer the everyday questions that decide a farmer’s season: when to plant, how to spot early signs of crop stress, how to manage nutrients and when to seek further help.

The platform also supports French as well as English, which points to ambitions beyond Nigeria and across the continent.


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A Farm Produce Marketplace Built for Fair Prices

Growing a good crop is only half the battle. Selling it well is the other half. Farmers often hand over their produce to middlemen and large retailers, and a big share of the profit disappears along the way.

Baagrilink estimates that as much as 40% of profit can be lost when farmers sell through big supermarkets and retailers.

The Baagrilink storefront lets farmers list their produce, accept online orders and receive payments directly. Orders show up by email or in the farmer’s dashboard, and the money goes to the farmer’s own account.


More Than an AI: Tools for Running the Whole Farm

Alongside the three headline tools, the platform includes the practical features that make farming a manageable business.

Farmers can map their fields and see current weather and pending tasks at a glance, while field-level weather forecasts help with planting, spraying and harvest timing.

Scouting and notes let them record observations from the field and share them to get help, which is useful when a problem is too tricky to solve alone.

On the money side, farmers can track their expenses and sort them into categories, so they know whether they are actually making a profit. Equipment and stock management lets them keep an eye on machinery, maintenance schedules and inventory in one place.

Record keeping may sound boring, but it is often what separates a farm that grows from one that merely survives. Farmers who know their costs can price better, borrow smarter and plan ahead.


Why AI in African Agriculture Matters Now

Agriculture is central to Nigeria’s economy and to the food on every table, yet most of it is produced by smallholders working with limited information. Unpredictable weather, rising input costs and weak access to markets keep many of them from earning what their land can deliver.

Technology has been slow to reach these farmers because it is often built for large commercial operations or priced out of reach.

A platform that works on a phone and combines advice, record keeping and sales speaks directly to the gaps smallholders face. If it works as intended, the benefits reach beyond farmers. Better yields can mean steadier food supply, and fairer prices can help both producers and consumers.


What Baagrilink Still Has to Prove

A prototype is a promise, not a result. Several questions will decide whether Baagrilink succeeds.

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Will the AI give advice that is accurate for Nigerian soils, crops and seasons? Will it work well for farmers with patchy internet and limited digital experience? Can the marketplace attract enough buyers to make selling online worthwhile? And will farmers trust a machine enough to act on its recommendations?

The answers will come from field testing and from listening to farmers.


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