Brainy Swaibu, Founder and President

The full story

A wall after school

Brainy Swaibu went to school inside Kyangwali Refugee Settlement in Kikuube District, western Uganda, sitting in classrooms beside South Sudanese and Congolese students. While he was still at school he read and watched every piece of science fiction he could find. He completed upper secondary school (A-level) in 2006.

In 2007 he stayed on at the same school as an assistant teacher, teaching biology to South Sudanese, Rwandan and Congolese learners. He completed a bachelor's degree in education in 2012 and then taught for five years in the host community of Hoima. Refugee settlement or host community, the system was the same one he had sat through himself. The learners he taught were not short of ability, only of exposure. Few had ever been shown that the tools shaping the world were meant for them.

He came to see that school had given him knowledge, but not the skills, tools and mindset to use it. In 2017 he left teaching. He has described sitting in his bedroom that year, trying to work out how to start a secondary school. He had the idea and the determination, but not the skills, or the people around him, to turn an idea into a real institution.

Teaching himself

So he searched. One question led to another. He found videos and digital tools for writing, organising information, designing, communicating and planning. What stayed with him was not any one tool. It was the realisation that "the knowledge I needed already existed somewhere in the world. I simply didn't know it existed or where to find it."

From 2018 he taught himself search, how to judge information, AI, data, design and digital collaboration. He joined the Singularity University global community and its online meetups in 2018, where he was introduced to the book Abundance. The idea that technology can create abundance changed how he saw his work: he stopped thinking about scarcity and started thinking about possibility. Over two years he wrote and rewrote the concept that would become SXLA.

He also saw that every learner in the same system would hit the same wall he had. His discomfort was the first real need.

A school in a church

In 2020 he founded SXLA and opened Spectrum Secondary School in a church inside the settlement, with no external funding. People he asked for help said no, more than once, and he kept going. COVID-19 scattered the first learners in 2020 and 2021. In 2022 a storm destroyed the church that doubled as the school's shelter, and only two learners remained. With no budget to draw on, he funded the rebuilding through a birthday fundraiser among his own network and started again. With no staff and no money for specialists, every problem became something he had to teach himself: AI, Google Workspace, cybersecurity, Canva and no-code tools.

Exposure reveals ability

The tools he had taught himself became how he ran the school, and then how he taught. JEP began in 2022 with five laptops and one Wi-Fi connection. Two JEP learners designed a mission patch for an international space design competition, and their design won the Best Mission Patch award (announced at the competition's online award ceremony). He drew one lesson from it: "exposure can reveal ability." The learners had not suddenly become more talented. They had been shown what was possible. He recognised the same thing in himself: growing up in Kyangwali, he had not lacked ability, only someone to show him what was there.

From these experiences came the principle at the centre of SXLA: "Create the conditions that make a learner want to know. Then teach them how to find out." And its big idea: every learner can turn discomfort into knowledge, action and value.

Where the story is now

Spectrum XLabs Alliance Ltd was incorporated on 11 March 2025 as a company limited by guarantee and is governed by a board of six directors, with Brainy as Founder and President. Spectrum Secondary School grew from 102 learners in 2025 to 277 in Term One 2026; 65% are refugees and 41% are girls. About US$175,000 has been invested in the school since 2020 (as reported by SXLA, not audited). JEP runs with 40 JEP Scholars, 10 laptops (5 working) and one portable Wi-Fi unit.

The way of teaching he built is now the 360° JEP Studio Toolkit, which runs inside Uganda's national curriculum. Learners start from a real need, work through the cycle DISCERN, PROMPT, PROTOTYPE, FEEDBACK, and choose tools, including AI, with judgement. Teachers teach at the point of need. Entrepreneurship is one pathway, not the destination, and AI is a tool, not the purpose. The Hybrid Edge JEP Studio is specified so that learning continues when the Internet does not.

"My purpose is to make more possibilities visible, and help people develop the ability to act on them. Because a young person cannot pursue a possibility they cannot see."