Labwor STEM & AI Hub Gulu, Acholi Sub-Region
Northern Uganda landscape
Inception 2026 · Gulu, Acholi Sub-Region

Northern Uganda has 230,000 young people and the largest refugee population in Africa. The nearest dedicated tech facility is 400 kilometres away.

The Labwor STEM and AI Innovation Hub is the country's first digital and AI skills institution designed and led from the Acholi Sub-Region. Anchored in Gulu, with mobile training units running into Bidibidi, Palabek, Adjumani, Rhino Camp and Imvepi.

1,999,576
Refugees Uganda hosts — UNHCR/OPM, March 2026
58.4%
Acholi youth not in employment, education or training — UBOS Acholi Census 2024
5
Languages of curriculum delivery: English, Acholi, Lango, Lugbara, Juba Arabic
0
Dedicated tech hubs north of Kampala
Story

It started with a question.

Why does the Acholi Sub-Region, eight districts and more than two million people, with the country's largest refugee corridor on its western border, not have a single dedicated technology training facility? Every innovation hub in Uganda sits in Kampala. For most families in Acholi, the 400-kilometre journey to the nearest one might as well be a continent.

The result, by the numbers: 58.4 percent of young people in the region are not in employment, education or training. Sixty-nine percent of households live in multidimensional poverty. Just 7.2 percent of households use electricity for lighting. The talent is being trained out, not in.

The Hub does not propose to argue those numbers away. It proposes to interrupt them, and to do so by building an institution designed for the geography it serves rather than a Kampala model retrofitted for the north.

What we are not trying to do.

We are not cloning iHub Nairobi, CcHub Lagos, or the Innovation Village in Kampala. Those institutions serve dense urban startup ecosystems that already exist around them. The Hub serves a region where the digital economy is not yet visible at the household level. The model has to be different.

Spoke and Pulse, not single site.

A 1,200-square-metre anchor in Gulu plus two containerised mobile training units that rotate into West Nile settlements and rural sub-counties.

Inclusion as a compact, not an ambition.

Half of every Foundational Academy cohort is women, a quarter is refugees, and one in ten is a person with disabilities. The Compact is written into governance and reported quarterly to the Hub Board, with formal recovery plans where a quota slips.

AI literacy for the working public, not only for young engineers.

Civil servants, teachers, healthcare workers, extension officers and SME owners train alongside young coders. The skill is no longer "write code". The skill is "work intelligently with these tools".

Community and education
Community and education
Community and education
Community and education
Community and education
Community and education
Programming

Three integrated tracks. One institution.

Programmes share staff, facilities and curriculum but address distinct audiences. The result is an institution that trains the next generation of engineers and the existing public service workforce in the same building.

Track 1 Senior 6 leavers and university-age learners

Foundational STEM Academy

Seven full-length programmes, 10 to 16 weeks each. Cohorts of 18 students at launch, growing to 35 by Year 3.

  • AI and Machine Learning Engineering
  • Cybersecurity and Digital Forensics
  • Full-Stack Software Development
  • Robotics and Embedded Systems
  • Data Science and Analytics
  • UI/UX Design and Digital Media
  • Cloud Infrastructure and DevOps
Track 2 Civil servants, teachers, healthcare workers, extension officers, SME owners

AI Literacy for the Working Public

Short-format, modular training built with the relevant ministry or association. Weekend, evening and long-leave timetables. Curriculum pegged to the concrete tasks each audience does daily.

  • AI for Public Service — district civil servants in the eight Acholi districts
  • AI for Teachers — lesson planning, marking, exam-question generation
  • AI for Healthcare Workers — Health Centre III and IV staff
  • AI for Agricultural Extension — extension officers and lead farmers
  • AI for Small Business — Gulu-based SMEs and traders
Track 3 Secondary students, refugee learners, rural sub-counties

Schools and Communities Outreach

The longest reach of the Hub is through people who never set foot in the building.

  • Teacher Multiplier — train 500 secondary school teachers; pyramid effect reaches 75,000 students
  • AI Oracles — school-based AI clubs run by trained S5/S6 students in 50 partner schools by Year 3
  • Mobile Pulse — containerised training units rotating into West Nile settlements and rural Acholi sub-counties
Flagship programmes

Five programmes specific to this geography.

Each one sits on top of the standard curriculum and addresses a barrier that the Kampala model does not see.

Aceng & Atim Cohorts

Women-only tracks, named for common female names in the Acholi community. On-site childcare, transport stipends, women instructors at the front, evening-friendly timetables. Adapted from what Akina Mama wa Afrika and Code Like a Girl Uganda have shown works in Kampala, rebuilt for the realities of a young mother in Pabbo or a Senior Six leaver in Kitgum.

Refugee Innovation Fellowship

Thirty fellows per cohort recruited via Refugee Welfare Councils in the West Nile settlements. Two-week residency at the Hub in Gulu with full board, transport, and a stipend. Designed for refugees who already have skills, some of them urban professionals from Khartoum, Juba or Goma, but lack the digital tools and Ugandan professional connections to rebuild a livelihood.

Acholi Code

A local-language AI literacy curriculum and toolset. Open-source AI tutorials translated and adapted into Acholi, Lugbara, Lango, Madi and Juba Arabic. Voice-dataset partnerships pursued with Mozilla Common Voice and the Makerere AI Lab. First-of-its-kind work that produces a public good as a side effect of training people.

AI for Public Service

An eight-week part-time programme for district civil servants. Use of Claude, ChatGPT and Microsoft Copilot for report drafting, data analysis, policy briefs, citizen response, and procurement summaries. Pursued as a pilot for national replication.

AI Oracles & Diaspora Mentorship

Two ends of the talent pipeline kept active in parallel. Inside the Hub, weekly office hours from Acholi-origin tech professionals working in Kampala, Nairobi, Doha, London and the United States. Inside schools, S5/S6 students run AI clubs that tutor S1-S4 learners.

Architecture

The Hub. The Pulses.

A permanent anchored institution in Gulu, supplemented by two containerised mobile training units that bring the curriculum to people who cannot reach the building.

The Hub

A 1,200-square-metre facility in Gulu Municipality.

  • Two computer laboratories
  • AI and robotics workshop
  • Recording and design studio
  • Childcare room
  • Community library and co-working area

The Pulses

Two retrofitted 40-foot shipping containers, each fitted with twenty laptops, Starlink connectivity, solar power with battery backup, and an air-conditioning unit.

  • Six-week rotation across six settlement and rural sub-county locations
  • Two-week intensive followed by four-week WhatsApp-based follow-up
  • Hub-issued SIM with data bundle for each cohort
  • Top 10 percent sponsored to the Hub in Gulu for full intake

Pulse rotation sites

Bidibidi (Yumbe)Palabek (Lamwo)AdjumaniRhino CampImvepiRural Acholi sub-counties
The Inclusion Compact

Inclusion is contractual, not aspirational.

The Hub Board adopts a written Inclusion Compact at registration, with three quantitative commitments and one qualitative one. Compliance is reported quarterly. Failure to meet a quota in any rolling four-quarter window triggers a formal recovery plan, approved by the Board, before the next intake.

50%

Women, minimum

Across all Foundational Academy enrolments. 60 percent minimum in non-engineering programmes (UI/UX, Data Science, AI for Public Service).

25%

Refugees and refugee-host community youth

Of all Foundational Academy enrolments. The Refugee Innovation Fellowship counts on top of this quota, not within it.

10%

Persons with disabilities or significant access needs

With assistive technology, readable signage, and a Disability Inclusion Officer on the staff roster from Year 1.

Linguistic accessibility

At least one core programme delivered annually in Acholi or Juba Arabic. All Pulse-site intensives delivered with bilingual facilitation as standard.

Theory of change

What will be true at the end of 36 months.

The inception phase runs October 2026 to September 2029. Targets below are written into the logframe (full version in Annex A of the GIZ proposal) and audited by an independent evaluator at baseline, mid-line and endline.

01

1,200 young people trained in foundational digital programmes, with 50 percent women and 25 percent refugees in cohort composition.

02

1,500 working professionals AI-literate across eight Northern Uganda districts.

03

75,000 secondary school students reached through the Teacher Multiplier programme.

04

300 refugee youth fellows hosted from West Nile settlements, with measurable bridges to onward employment, study or enterprise.

05

30 youth-led ventures incubated and seed-supported.

06

An AI for Public Service curriculum co-developed with the Ministry of ICT, deployed across the eight Acholi District Local Governments.

07

Northern Uganda's first AI research outpost, focused on agriculture, health and language technologies for under-resourced communities.

Implementation

Three stages, with go/no-go gates.

The 36-month inception phase is structured in three stages. Each has a primary objective, a small number of milestone deliverables, and a gate that determines whether the Hub proceeds to the next stage.

Stage 1 Months 1-9

Foundations

  • Site secured in Gulu Municipality, lease signed, refurbishment kicked off
  • Hub Trust registered; founding Board seated; Inclusion Compact adopted
  • MoUs concluded with refugee, ICT, education, cultural and academic partners
  • Eight core staff hired; first three programmes finalised; baseline study commissioned
Go/no-go gate: facility occupied, MoUs signed, baseline delivered
Stage 2 Months 10-21

Pilot and Calibrate

  • Pilot Cohort 1 enrolled across Software, Data, and AI for Public Service
  • First Pulse deployments: Bidibidi, then Palabek
  • First Refugee Innovation Fellowship: 30 fellows
  • AI for Public Service rolled out in four Acholi districts
  • First 200 teachers trained under Teacher Multiplier; mid-line evaluation in Month 18
Go/no-go gate: 6-month placement rate ≥60 percent; quotas met or recovery plan in place
Stage 3 Months 22-36

Scale and Cement

  • Seven Foundational programmes running, ~250 students at peak
  • AI for Public Service across all eight Acholi DLGs and three West Nile DLGs
  • Teacher Multiplier reaches 500 teachers; AI Oracles in 50 partner schools
  • Entrepreneurship Incubator launches with 30 youth-led ventures
  • Gulu-based AI Research Outpost established with first three research fellows
Endline evaluation in Month 33; sustainability transition plan signed off
Geography

The Acholi Sub-Region and the West Nile refugee corridor.

The Hub anchors in Gulu Municipality, gateway to the eight Acholi districts and a four-hour drive from the West Nile settlements that host nearly two million refugees. The corridor between Acholi and West Nile is a single development zone in everything but administrative name.

Mobile units rotate into Bidibidi, Palabek, Adjumani, Rhino Camp and Imvepi, with a sixth slot reserved for rotating rural Acholi sub-counties.

8 Acholi districts 5 West Nile settlements ~1.3M citizen catchment 400 km north of Kampala
Kampala
Hub · Gulu
Bidibidi
Palabek
Partnership architecture

Built into the existing ecosystem, not parachuted in.

The Hub does not pretend to be a stand-alone institution. It is designed to sit inside an existing ecosystem of national, international, civic and academic partners. As of submission, no MoU has been signed; six are scoped for delivery in Stage 1.

Government

Partnerships pursued with the refugee, ICT, education and gender ministries, plus the eight Acholi District Local Governments.

Academic and research

In discussion with regional universities for accreditation pathways and the AI Research Outpost; collaboration sought with the leading AI laboratory in the country on local-language voice and image datasets.

Cultural and faith-based

In discussion with the principal cultural institution and the religious leaders peace initiative serving the Acholi community.

International development

Bilateral agency, large foundation and UN agency partnerships pursued, anchored on refugee inclusion, feminist development policy, and Young Africa Works alignment.

Industry and corporate

Telecom, AI tooling and platform-credit partnerships pursued for connectivity, in-kind tools and co-curriculum.

Partner-by-partner status (pursued · discussed · letter-of-intent · signed) is detailed in Annex D of the full GIZ proposal, available on request.

Alignment

Aligned with national and global frameworks.

The Hub sits at the intersection of four policy environments. Each is named below as it appears in the relevant strategy document.

National

  • Uganda NDP IV (FY 2025/26-2029/30) — digital literacy, vocational hubs and last-mile connectivity named as accelerators of inclusive growth
  • Ministry of ICT Strategic Plan 2025/26-2029/30 and Digital Vision Uganda 2040
  • Ministry of Education and Sports Digital Agenda Strategy 2025-2032
  • Skilling Uganda envelope under NDP IV

International

  • Comprehensive Refugee Response Framework (CRRF) — Uganda is the global pilot
  • BMZ feminist development policy and the German government north-western Uganda focus

Sustainable Development Goals

SDG 4 EducationSDG 5 Gender EqualitySDG 8 Decent WorkSDG 10 Reduced InequalitiesSDG 16 Peace and Strong InstitutionsSDG 17 Partnerships
Two ways to engage

Partner with us.

The Hub runs a 36-month inception phase from foundation to first cohort, financed through a mix of catalytic capital, programme co-financing, in-kind tooling and earned revenue. The structure below describes how institutions and individuals can engage. A detailed budget by category and year is shared with serious counterparties on request.

Strategic Partnerships — institutions

Catalytic Partner

Bilateral agency, large foundation, government partner

Anchors the inception phase. Multi-year, named programme co-design, board observer seat.

Request a partnership briefing
Programme Sponsor

Mid-sized foundation, UN agency, corporate philanthropy

Anchors a specific track or cohort, typically over 24 to 36 months. Co-branded reporting and quarterly site engagement.

Discuss a programme partnership
Track Partner

Tech corporate, platform provider, in-kind contributor

Tooling, model credits, infrastructure, curriculum or instructor secondments. In-kind dominates the value here, not cash.

Discuss in-kind partnership

Friends of the Hub — individuals and diaspora

Anchor Patron USD 1,000+

Donor-wall recognition, named programme briefing twice a year

Sustaining Friend USD 250+

Quarterly newsletter, end-of-year impact note

Community Friend USD 50+

Newsletter and donor-wall recognition

An Acholi diaspora bond targeting around 500 alumni and diaspora donors is under design for Year 2.

From a young woman in Pabbo to a refugee teenager in Bidibidi.

All should be able to walk into 2030 with the digital fluency to build a future on their own land, in their own language. We are looking for catalytic capital to take the Hub from foundation to first cohort by early 2027.