Ulangizi advice on potatoes earns a Malawi farmer more than $800

The Associated Press reports that a Malawi smallholder followed the Ulangizi AI chatbot's advice to grow potatoes after Cyclone Freddy stripped his soil and made more than $800 in sales.

  • 3 for a person

    The farmer's potato sales of more than $800 paid his children's school fees and, in his account, restored his family's income after the cyclone destroyed his harvest.

  • Not rated society

    A ministry officer said that productivity is improving where farmers share the app, but no measurement is given.

Depth runs from 1, a convenience or time saved, to 5, a life or a livelihood preserved.

Status
Reported benefit.
Evidence

foundstudiedreportedclaimed

An independent news report supports the benefit.

Size

0.20 on SCSP’s magnitude, which runs from 0.04 to 1.

Scale3The deepest rating above
Reach2One farmer and his children gained, as the potato sales turned around their fortunes. Source
Duration1One season's potato sales paid the children's school fees, and no later harvest is reported. Source
Distribution4The gain reached a cyclone-hit smallholder, and the article describes African farmers like him as living on the edge of poverty. Source
Probability3Reported
Frequency1The gain came once, from one season's potato crop planted on the chatbot's advice. Source
The system’s part
Not isolated. The AP relays the farmer's account that the chatbot's advice led him to grow potatoes. Nothing compares his result with what he would have earned without the advice, and the ministry officer's statement about productivity is not measured. The AP calls the system a generative AI chatbot and does not describe how it was built.
Learns from data

Not shown. The AP calls Ulangizi a generative AI chatbot and does not describe how it was built or trained.

“He is now one of thousands of small-scale farmers in the southern African country using a generative AI chatbot designed by the non-profit Opportunity International for farming advice.” Source

Not yet checked
LimitsCosts and harmsLater outcome

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Benefit type
Increased Product Revenue
System
Ulangizi (generative AI farming chatbot on WhatsApp)
Made by
Opportunity International
Used by
Opportunity International farmer support agents in Mulanje, with backing from the Government of Malawi
Where
Sazola village, Mulanje district, Malawi
Stage
Expanding
Date
Kind
Benefit created
Broad benefit
Incentivization (increased/personalized knowledge)
Collections
Cross-border benefits
Last revised
1 November 2026

Sources

  1. News report, by authors with no tie to the system.

    Gregory Gondwe, The Associated Press (2025). How AI is helping some small-scale farmers weather a changing climate. 12 September 2025, published by CP24.

    The AI chatbot suggested Maere grow potatoes last year alongside his staple corn and cassava to adjust to his changed soil. He followed the instructions to the letter, he said, and cultivated half a soccer field’s worth of potatoes and made more than $800 in sales, turning around his and his children’s fortunes.

Details

AI system

Workflow

The chatbot answered the farmer's question about his changed soil with advice to grow potatoes alongside corn and cassava. The farmer followed the instructions and planted half a soccer field of potatoes. A farmer support agent brought a smartphone with the app to farmers without devices.

Money

Kind of value

Sales of potatoes grown on half a soccer field in one season

Amount

More than $800

Recipients and payers

The farmer

Follow-up

Conditions for replication

The advice must suit the farmer's soil and local conditions, which the tool aligns with the agriculture ministry's guidance. A phone, a signal and a support agent must be available, since connectivity in the area is poor.

Entry details

Sector

Agriculture / farm advisory.

Purpose

Opportunity International built Ulangizi to give Malawian smallholders farming advice on WhatsApp in Chichewa and English, in line with the agriculture ministry's guidance.

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Cite this benefit

Peter H. Vartanian. (2026). Ulangizi advice on potatoes earns a Malawi farmer more than $800 (AIBD-1197). Artificial Intelligence Benefits Database, edition of 2 November 2026. https://petervartanian.xyz/aibd/records/AIBD-1197.html (archived at https://doi.org/10.7910/DVN/AADSII, version 9.0)

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