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THUTOTECH A REGGIE EXPRESS Company Β· Building the sovereign AI education stack for South Africa πŸ‡ΏπŸ‡¦
PhD-backed Β· Built in South Africa Β· For South Africa

AI for Every South African Learner, from Grade R to Graduation

ThutoTech builds a vertically-integrated AI platform for South African education β€” from Foundation Phase teachers to Matric learners to university students. Offline-first. POPIA-compliant. 11 official languages. Grounded in real doctoral research.

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Built by a PhD Researcher Doctoral work in AI-augmented education informs every product we ship.
Offline-first
POPIA-compliant
11 SA Languages
CAPS-aligned

6

Live Products

3

Ecosystem Layers

11

SA Languages

100%

POPIA-compliant

Fundisa AI
MatricMate
StudentMart
CampusLift
Academy
Research
Learners
Wellness
REGGIE EXPRESS (Pty) Ltd Reg: K2024698680
POPIA Compliant Consent-first, audit-logged
PhD-Backed Research Doctoral work in AI-augmented education
Offline-First Design Built for load-shedding
Proudly South African Built for SA classrooms

Today's Live Products

Six products, each serving a different stage of the South African learner journey. Every product feeds the next β€” creating a closed-loop ecosystem that grows with every learner.

Live / Public Beta Active Pilot Building Roadmap
LIVE
Foundational Layer

Fundisa AI

CAPS-aligned lesson generation for primary school teachers (R–7). Turns curriculum documents into slides, quizzes, audio lessons, and flashcards in seconds. Syncs with SASAMS and LURITS.

Primary R–7 CAPS-aligned SASAMS
Try Fundisa AI
LIVE
Secondary Layer

MatricMate AI

Personalised AI tutor for Grade 10–12 learners preparing for NSC and IEB finals. Past papers, adaptive quizzes, essay marking, and live tutor matching via StudentMart.

Grade 10–12 NSC & IEB SASSA discount
Try MatricMate
PILOT
Transactional Layer

StudentMart SA

Campus marketplace where university students buy, sell, tutor, and find services. Powered by Yoco & Zapper. 2.5% of every transaction feeds the Thuto Student Funding Pool.

Tertiary Marketplace Fund Pool
Browse Marketplace
BUILDING
Upskilling Layer

Thuto AI Academy

ETDP SETA-aligned certifications in AI-enhanced teaching, prompt engineering, and education technology. Upskilling SA teachers for the AI era.

Teachers ETDP SETA CPD credits
Learn more
BUILDING
Supervision Layer

Thuto Research Studio

Applied research at the intersection of AI, education, and public interest. Informs DBE policy, advances multilingual NLP, and produces peer-reviewed work under African conditions.

Postgrad NRF / CSIR Multilingual AI
View research
PILOT
Mobility Layer

CampusLift

Verified student ride-sharing between campus, home, and tutorials. Every trip GPS-tracked with panic buttons and SAPS integration. Affordable, transparent, no surge pricing.

Students GPS-tracked Panic button
Learn more

Every Product Feeds the Next

StudentMart drives daily traffic and revenue. That revenue funds the Student Funding Pool. The pool subsidises MatricMate and Fundisa for learners who can't pay. Those learners grow into StudentMart sellers. The cycle continues.

The Student Funding Flywheel

StudentMart SA isn't just a marketplace β€” it's the traffic engine that powers the entire ecosystem. Every transaction, every tutor booking, every ride creates a small contribution that flows back into subsidised access for learners who need it most.

1

Students transact on StudentMart

Tutors, services, products, rides β€” daily activity drives traffic and revenue.

2

2.5% flows to the Student Funding Pool

Every transaction contributes a small slice to the collective fund.

3

Pool subsidises MatricMate & Fundisa

SASSA recipients, rural learners, and NSFAS students get discounted or free access.

4

Those learners become StudentMart sellers

Today's subsidised learner is tomorrow's campus entrepreneur. The cycle grows.

STUDENT FUNDING POOL StudentMart Marketplace 2.5% per transaction MatricMate + Fundisa Subsidised Learners

Model Context Protocol Architecture

The intelligent orchestration layer that connects AI models, local databases, and external services β€” while maintaining POPIA compliance and offline functionality.

Frontend Layer

Progressive Web Apps hosted on GitHub Pages. Service Workers enable offline access. No login required to browse.

GitHub Pages PWA Service Workers Vanilla JS

MCP Orchestration Layer

The brain of the ecosystem. Routes requests, enforces POPIA consent, manages multilingual translation, and coordinates across all products.

Node.js POPIA Guard Consent Ledger Audit Logs Smart Sync

AI Models Layer

Qwen 3.6 for English content generation, InkubaLM for African languages, NLLB for translation between all 11 official languages.

Qwen 3.6 InkubaLM NLLB-200 Edge Functions

Data & Infrastructure Layer

Supabase (Postgres + Realtime + Auth) with Row Level Security. Local CAPS cache for offline. Audit logs for Information Regulator compliance.

Supabase PostgreSQL Row Level Security Local CAPS Cache

Grounded in Real Doctoral Research

ThutoTech isn't a side project β€” it's the commercial expression of ongoing PhD research into AI-augmented education in African contexts. Every product is informed by peer-reviewed inquiry, field-tested with real teachers, and designed for the specific challenges of South African classrooms.

PhD

In Progress Β· AI-Augmented Education

11

Official SA Languages Supported

CAPS

Curriculum-Aligned by Design

POPIA

Compliant from Day One

Fundisa AI Research

Investigating how primary school teachers adopt AI tools when they reduce admin by 70% without compromising CAPS compliance.

Multilingual NLP

Advancing low-resource language models for isiZulu, isiXhosa, Setswana and other SA languages through InkubaLM partnerships.

POPIA-Compliant AI

Developing reference architectures for consent-first AI systems in education β€” work that informs DBE policy conversations.

Equity & Access

Studying how closed-loop funding models (like StudentMart's Fund Pool) can sustainably subsidise access for marginalised learners.

An Honest Roadmap

We believe in telling you what's live, what's in pilot, and what's coming β€” no fictional claims, no vaporware. Here's our transparent build plan.

Phase 1 Β· Completed

Foundational Layer

Fundisa AI launched for primary teachers. CAPS-aligned lesson generation working end-to-end. SASAMS/LURITS sync live.

LIVE
βœ“
NOW
Phase 2 Β· Current

Secondary + Transactional Layers

MatricMate AI live for NSC/IEB prep. StudentMart in pilot with campus students. 2.5% fund pool active.

BUILDING
Phase 3 Β· Next

ETDP SETA Accreditation

Thuto AI Academy formalises teacher upskilling with SETA-accredited certifications. Research Studio publishes first peer-reviewed papers.

PLANNED Β· 2025 H2
Phase 4 Β· Future

Mobility & Wellness Layers

CampusLift scales across universities. Mental Health Central launches free peer-support for students. Frictionless Learner enables zero-admin enrolment.

PLANNED Β· 2026
Phase 5 Β· Vision

Full Ecosystem Integration

Every product feeds every other. A learner's journey from Grade R through Matric, university, and into professional practice β€” supported by one sovereign stack.

PLANNED Β· 2027+

Building From a Place of Research & Conviction

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Reggie

Founder & CEO Β· REGGIE EXPRESS (Pty) Ltd

ThutoTech was born from a simple frustration: South African teachers spend more time on admin than teaching, and learners β€” especially in rural and township schools β€” don't have access to the tools that privileged schools take for granted.

As a PhD researcher in AI-augmented education, I'm building ThutoTech as both a commercial venture and a living research laboratory. Every product we ship is a testable hypothesis about how technology can serve β€” not replace β€” the human relationships at the heart of learning.

"Technology should serve educators and learners, not the other way around. My PhD work asks: what does genuinely human-centered AI look like in South African classrooms? ThutoTech is the answer I'm building in public."
PhD Candidate Β· AI in Education REGGIE EXPRESS K2024698680 Proudly South African Building in Public

Join Us in Building South Africa's Sovereign Education Stack

Whether you're a teacher wanting to try Fundisa AI, a learner preparing for Matric, a university student looking for tutors, or a school principal exploring pilots β€” there's a place for you here.

πŸ‡ΏπŸ‡¦ Proudly South African Β· POPIA Compliant Β· PhD-Backed Research