Nansana · Uganda Pilot live · 2026 Registered UG + IE

Offline AI,
built where
Africa actually lives.

Nambi - our teacher - is an AI that runs entirely on a $50 device, with zero internet. Today she teaches ICT for $1.30 a student. Tomorrow the same engine carries health guidance, farming advice, civic info, and the first AI that thinks in Luganda, Swahili and Acholi - off-grid, off-cloud, on the continent's own terms.

Ssente · Cost / student
$1.30
Wi-Fi needed
Tewali · None
Students live now
150
Ugandan student learning ICT
Illustrative · Ugandan classroom
Programme: Nurture Africa VTC
01
Ssomero mu nsawo. A school in your pocket.
Field data
Pilot 01 / 2026
USD
$1.30
Per student
per full term
LIVE
150
Students learning now
Nurture Africa VTC
INFRA
0
Internet needed
after setup
HARDWARE
$50
Minimum device cost
to run Nambi
02
A computer class in Uganda is often an empty room.

The curriculum exists. The timetable exists. The hardware, sometimes, exists. What doesn't exist is the qualified teacher, the Wi-Fi, or the $80/month budget for a platform that assumes all three.

01
No
teachers.

Qualified ICT teachers are rare across Ugandan secondary schools. Most timetables list a computer lesson with no one qualified to deliver it.

MoES Uganda, 2024
02
$80
per month.

Average individual income. Mobile data takes a significant share. Every existing EdTech tool assumes a monthly subscription most students cannot pay.

UBOS, 2023
03
70%+
unemployed.

Of Ugandan youth are unemployed or underemployed. Employers consistently cite lack of basic digital skills as a primary barrier to hiring.

World Bank, 2024
04
No
Wi-Fi.

Much of Uganda has no reliable internet and intermittent power. Every cloud AI stops the moment the connection drops. Most of the school day.

NITA-U, 2024

Most AI needs Wi-Fi, a datacentre, and a monthly bill.
Most of Africa has none of those.
So we build AI that runs on
what the continent already has.

Omuntu w’omuntu. A person is a person through other people - and a technology is ours only when it works in our language, on our hardware, at our cost. ICT today; health, farming, civic services tomorrow.

- AKAALO / NANSANA · 2026
04
What is technically new about this.

Nambi is not a chatbot wrapper. It is a full on-device AI tutor, a classroom data engine, and the seed for an African-language foundation model - all in one programme, built to scale horizontally without infrastructure as a prerequisite.

01
The Breakthrough

A real AI. No internet. On a $50 device.

Nambi runs a genuine large language model entirely on-device. No cloud, no API calls, no connection. The AI loads, reasons, and responds on hardware that costs less than a month's salary for most Ugandan workers. This is not a quiz engine.

02
The Data Flywheel

Every session trains the next generation of Nambi.

Every question asked, every answer given, every correct and incorrect response is logged locally. Aggregated and anonymised, this creates something that has never existed before: a dataset of how African students learn, built from African classrooms.

03
The Language Layer

AI that speaks Luganda. Then Swahili. Then Acholi.

Current AI models are trained almost entirely on English. Nambi's classroom interactions are generating training data for the first AI that genuinely thinks in Ugandan languages - not translated from English, but built from Uganda.

04
The Architecture

One engine. Any subject. Any language. Any country.

Nambi's offline AI architecture is subject-agnostic. ICT skills today. Vocational trades tomorrow. Same engine, different curriculum. Same model, different language. Built to replicate across East Africa without infrastructure as a prerequisite.

05
Meet Nambi. An AI tutor that never needs a Wi-Fi password.
01

Skills that get people hired.

Word, Excel, data entry, email, digital filing. The exact skills Ugandan employers list in job adverts. Testable, practical, taught through conversation - not textbooks that age on a shelf.

02

AI that adapts per learner.

Instant explanations, local logs for teachers, per-student progress for administrators. Identifies exactly where each student is struggling - without a qualified teacher physically present in the room.

03

Completely offline. Always on.

The model runs entirely on the device. Once set up, Nambi works at any power level, with zero data cost. One device. One programme. Indefinitely - no subscription, no surprise bill.

04

Evidence out of the box.

Every session is logged automatically. Dashboards for programme managers. CSV export for grant reporting. All generated locally - no extra software, no internet connection required.

Students working on a shared laptop in a Ugandan classroom
Illustrative · Ugandan classroom Programme site: Nansana, Uganda
06
The grant-ready evidence pack.

Every claim on this page is traceable to field data, registered entities, or a named partner. Full pack (methodology, session logs, outcome metrics, audited accounts) available on request to funders.

Pilot outcomes - Term 1, 2026
150
Students in active programmeNurture Africa VTC · Nansana, Uganda
Log · 2026
+38%
Avg. quiz score improvementWeek 1 baseline → Week 8 post-test
Internal · v0.4
92%
Weekly attendance retentionAcross 8-week ICT programme cycle
Local logs
$1.30
Fully-loaded cost per student / termHardware amortised + operations + curriculum
Q1 P&L
REGISTERED

Legal & governance

Entity
Akaalo Ltd
Uganda
Registered 2023 · URSB
Ireland
Registered 2025 · CRO
Founder
Nansana-based · bio on request
Audit
Annual · local CPA firm
Data
GDPR + UG DPA compliant

How $1.30 / student breaks down

54% · Curriculum & AI
22% · Hardware
16% · Local staff
8% · Admin
07
The wedge is a classroom.
The stakes are everything else.

Nambi proves itself teaching ICT. But the thing we are really building - low-powered, offline AI, on hardware Africa already owns, in languages Africa already speaks - does not stop at the school gate. Every sector that was told to wait for better internet can stop waiting.

Health · Obulamu

A clinic
on a motorbike.

Community health workers, kilometres from any signal. Offline AI on a $50 phone triages symptoms, doses paediatric medicine, flags danger signs in pregnancy - in Luganda or Swahili, without a data bundle.

Agriculture · Okulima

An agronomist
in the pocket.

Smallholders losing harvests to pests they cannot name, at markets they cannot price. Offline AI answers what is eating my maize and when do I plant - in the farmer's own language, on a feature phone.

Public services · Gavumenti

Government
that answers back.

Land titles, benefits, tax forms, legal rights - explained in plain Acholi or Swahili, at the sub-county office, without the query routing through Nairobi or London. Civic AI that works where the state actually is.

Literacy · Okusoma

A patient tutor
for adults.

Millions of African adults never learned to read in their mother tongue, let alone English. Offline AI is the first scalable 1-to-1 tutor that can sit with them - patiently, for the hour it takes - without a class, a teacher, or a data plan.

Trades · Emirimu

A master craftsman
on the bench.

Electricians, mechanics, tailors, masons. Offline AI explains a wiring diagram, diagnoses a gearbox, teaches a new pattern - in the back of a roadside workshop, with no Wi-Fi and no excuse.

Sovereignty · Obwetwaze

AI that belongs
to the continent.

Each sector above, trained on African data, in African languages, running on African-owned devices. Not an API rented from a foreign hyperscaler - infrastructure the continent can actually own, operate, and export.

08
From one laptop in Nansana
to the offline AI layer for the Global South.
Stage 01 / Now

Proof in a classroom.

ICT skills training with Nurture Africa VTC. 150 students, live. $1.30 per student per term. Proving the hardware, the offline AI, and the unit cost - the wedge that unlocks every sector after it.

2026 · Nansana
Stage 02 / Next

Clinics, farms, trades.

Same engine, new curriculum. Offline triage for community health workers. Pest, weather and market guidance for smallholder farmers. Vocational trades. The subject changes; the cost model holds.

2026 Q3 · Uganda-wide
Stage 03 / Building

African-language AI.

The first foundation model trained on real African classroom and field data. Luganda first, then Swahili, then Acholi. AI that stops translating from English and starts thinking in the languages of its users.

2027 · East Africa
Stage 04 / Vision

The offline layer.

Nambi becomes the offline AI layer for the Global South - education, health, agriculture, public services - any subject, any language, any $50 device. Deployed without waiting for better infrastructure.

2028+ · Pan-African
09
Built for partnership.

Akaalo is registered in Uganda (2023) and Ireland (2025). Actively seeking grant funding, research partnerships, and hardware support to scale.

Grant bodies

Proven model.
Measurable outcomes.

Per-student cost ($1.30/term), session logs, quiz deltas, and 8-week outcome metrics from our live pilot. Full evidence pack, unit economics, and entity docs on request.

  • Grant-ready evidence pack
  • Audited UG + IE accounts
  • Outcome-linked reporting
Request evidence pack →
Research partners

Data that exists
nowhere else.

Every session generates grounded interaction data from real African classrooms, in African languages, on offline devices - a corpus no hyperscaler can scrape and no foreign lab can replicate. The substrate for the world models the Global South will need: learning today; health, farming, civic life next.

  • First-of-its-kind Luganda / Swahili / Acholi corpus
  • Grounded in real low-bandwidth, low-literacy contexts
  • In discussion: Masakhane · Makerere AI Lab
Explore a partnership →
Hardware partners

Devices equal
immediate scale.

Nambi runs on low-powered laptops and tablets with 4GB+ RAM, from $50 upwards. 20 devices can run a full cohort. No ongoing internet costs - hardware is the scaling constraint.

  • Refurbished laptops · welcome
  • New tablets · 4GB+ RAM
  • Logistics handled in Nansana
Donate hardware →

Interested?
Let's talk.

Whether you are a funder, researcher, school, or hardware partner - we want to hear from you. Real humans reply within 2 working days.

  • info@akaalo.com
    General & press
  • Nansana · Uganda
    Head of programme operations
  • Dublin · Ireland
    European entity & grants