The model

A quintuple-helix approach.

Most innovation models account for academia, industry and government. We add two partners that extractive models leave out — community and environment — and treat them as equal sources of knowledge and value, not beneficiaries of it.

The aim is sustainable, non-extractive exchange between universities, makerspaces and incubators — tested in real environmental-monitoring technology with partner communities.

In practice

The Innovation Systems Lab.

A ten-week, hands-on programme in sensors and LoRaWAN — the DATA ISL programme, co-designed with the Wits Innovation Centre (WIC). Participants build and deploy real environmental-monitoring nodes, learning the full stack from hardware to data.

It is where the project's ideas about equitable exchange meet a soldering iron: the curriculum, the hardware and the data pipeline are all shared openly with partners.

What guides us

Attribution, not appropriation.

Credit, always

Twelve computational traditions inform the design language — every one credited, none extracted.

Shared by default

Curriculum, hardware designs and data pipelines are open to partners — the repo is the hub, not a vault.

Community as peer

Partner communities co-design what gets built and measured — they set terms, not just receive tools.

The network

A network of universities.

Universities across southern and eastern Africa and China, working as equals on a shared research agenda.

University of Fort HareUniversity of BotswanaSouthwest Jiaotong UniversityUniversity of ZambiaUniversity of Dar es SalaamNamibia University of Science & Technology

The team

Who runs DATA.

A joint University of Leeds and University of the Witwatersrand partnership, funded by the Horizons — with team members based at Manchester Metropolitan University and Imperial College London.

Dr Julian Brooks

University of Leeds & Manchester Metropolitan University — Principal Investigator

Dr Candice Moore

University of the Witwatersrand — Co-PI

Dr Pierre-Philippe Dechant

University of Leeds — Co-Investigator

Dr Justine Nasejje

University of the Witwatersrand — Co-I, ECR

Dr Rukia Nuermaimaiti

Imperial College London — Co-I, ECR

Work with us.

Partners share resources, tutorials and the full ISL course. Get in touch to join the network.