The leapfrog, again: how Nakivale is skipping straight to AI

YRUD · Nakivale Refugee Settlement, Uganda

Much of Africa never built a landline network. It went straight to mobile phones. Many people never opened a bank account. They went straight to mobile money. The same thing is starting to happen again, with software — and a refugee-led group in Nakivale is doing it now.

What “leapfrogging” means

Technological leapfrogging is when a country or community skips the older, in-between generations of a technology and goes straight to the newest one[1]. Places that never paid for the old system have nothing to protect. They can choose whatever works best today.

The pattern Africa has already shown the world

Phones without wires. By the end of 2004, sub-Saharan Africa had only about 1.6 fixed phone lines for every 100 people, and more than four out of five telephone users there were on mobile [2]. Mobile subscribers had already overtaken fixed lines across Africa in 2001 [2]. Most people simply never had a landline.

Money without banks. M-PESA launched in Kenya in March 2007. Within about ten years, someone in 96% of Kenyan households used it. Researchers estimate it lifted 194,000 households, about 2% of the country, out of poverty, with the biggest gains for households led by women [3]. Kenya did not first build bank branches everywhere. It skipped them.

Deliveries without roads. In October 2016 Rwanda, working with the company Zipline, launched what it called the world's first national drone delivery service, flying blood to hospitals in the west of the country [4]. Instead of waiting for better roads, it went over them.

Each time the story is the same. The old system was missing, too expensive, or too slow to arrive. So people went straight to what came next.

The next leap: software without a software industry

For decades, having your own digital tools meant having money for a software company: programmers, servers, months of work, and maintenance contracts. Organisations in places like Nakivale mostly went without, or made do with tools designed for someone else.

AI agents change that. You can now describe what you need in plain words, and an AI agent builds the website or tool. The expensive in-between step — hiring a software industry to build everything for you — can be skipped, the way the landline was skipped.

What this looks like in Nakivale

YRUD (Youth Refugees United for Development) is a refugee-led group founded in Nakivale in 2020. This website, and the tools behind it, were built by YRUD's small team working with AI agents, not by a software company. Among the things it runs today:

• A private Command Centre where meeting records and documents are filed, summarised, and searchable, so decisions and promises are not lost.
• A member survey, on phones or on paper, that asks people what they do each day, what is hard, and what would help.
• Build Directly, where community members ask for something and it gets built for them. The first two builds were a music page for the artist Eltou and a page for Nakivale Young Stars FC, written in the club's own words.
• A public notice board where each new build is announced.
• Pages designed for thin data, so they load on basic phones with expensive, patchy connections.

None of this needed a software budget. It needed people who know what the community is asking for, and tools that can build it.

Why it matters: “Nothing for us without us”

YRUD's principle is Nothing for us without us: refugees decide what help they receive and how. The old software model often cut against that. Tools were designed far away, for people the designers had never met. When building gets this cheap and fast, the people who live with the problem can decide what gets built, see it built, and change it when it doesn't fit.

That's why the survey comes first. What YRUD builds next will come from what people in Nakivale say they need, not from what outsiders assume.

Leading the way

Africa has shown before that the places with the least old infrastructure can move fastest to the new. We believe AI is the next time it happens. Refugee communities don't have to wait for a software industry to reach them. They can skip it, and build their own.

That is what YRUD is doing in Nakivale. We intend to keep leading the way, and to share what we learn so other communities can do the same.

Together for a better world.