The verdict in three sentences
An aggregator managing hundreds of hectares by guesswork leaves yield and traceability on the table. An offline-first crop tracking app (geolocated plots, crop calendar, inputs, forecasts) is built for 6 to 12 million FCFA in 10 to 14 weeks. Well targeted, it delivers +12 % yield and -18 % post-harvest losses.
MVP scope vs version 2
The temptation is to build everything at once. The right strategy: an MVP that captures reliable field data, then add the predictive layer once data accumulates.
| Feature | MVP (v1) | Version 2 |
|---|---|---|
| Geolocated plots | Included | Fine mapping + boundaries |
| Crop calendar | Included | Automatic per-crop alerts |
| Input tracking | Included | Dose optimization |
| Offline-first entry | Included | Real-time multi-agent sync |
| Harvest forecasts | Basic | History + weather model |
| Export buyer traceability | Manual | Certificates & QR per lot |
The MVP is about 60 % of the budget and already delivers most of the value; v2 is funded by first-season gains.
Cost per module and SaaS subscription
An agritech SaaS rents for 90,000 to 240,000 FCFA/month but stays generic, poorly fitted to local crops and rarely seriously offline-first. Here is the 2026 order of magnitude for a build.
| Module | Indicative cost FCFA | Note |
|---|---|---|
| Plots & geoloc | 1,200,000 - 2,000,000 | offline base map |
| Calendar & inputs | 1,000,000 - 1,800,000 | per crop type |
| Offline-first entry | 900,000 - 1,700,000 | system core |
| Yield forecasts | 1,100,000 - 2,200,000 | improves with data |
| Aggregator dashboards | 900,000 - 1,600,000 | multi-plot view |
| Buyer / export portal | 900,000 - 1,700,000 | auditable traceability |
The field win: yield and losses
Value is measured per hectare. Targeted advice on inputs and calendar directly moves yield and cuts losses between harvest and sale.
| Metric | Without app | With app (estimate) |
|---|---|---|
| Average yield / hectare | base | +12 % |
| Post-harvest losses | 15-25 % | -18 % relative |
| Forecast reliability | low | high |
| Export traceability | absent | per lot |
| Season reporting time | several days | near real time |
Mini case study
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Fatimata aggregates 400 hectares of maize and cowpea around Kampala. Without data, her volume forecasts were off by 20 % and an export buyer dropped her for lack of traceability. She invests 9,000,000 FCFA in an offline-first app. From the next season, targeted input advice adds +12 % yield across 400 ha; at 250,000 FCFA of base net margin per hectare, +12 % is about 12,000,000 FCFA of extra margin in one season, not counting the export contract secured by traceability.
FAQ
Why insist on offline-first?
Because data is captured in the field, often with no network. An app that demands constant connectivity won't be used; offline-first guarantees real adoption by field agents.
How soon do you see the yield gain?
The +12 % materializes the season after deployment, once input advice is applied. The first season mainly makes data collection reliable.
Isn't an agritech SaaS enough?
At 90,000 - 240,000 FCFA/month a SaaS is fine for testing but stays generic. Once local crops, aggregation logic and export enter the picture, custom wins.
Are forecasts reliable from day one?
No: they improve as history accumulates. v1 gives basic forecasts; accuracy climbs after one or two seasons of data.
Can export buyers be plugged in?
Yes, via a portal and per-lot certificates. Auditable traceability is often the condition to access export contracts and quality premiums.
Let's talk about your project. We scope your agritech MVP to deliver value from the first season. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
