Data Centres, AI Ambitions, and Resource Constraints: Africa’s Balancing Act in the Global Digital Race

Forty cities worldwide have signed a new agreement led by the C40 Cities network aimed at establishing guidelines for how data centres are planned, built, and operated. The initiative seeks to ensure that the rapid expansion of digital infrastructure benefits local communities while limiting pressure on energy, water, and land resources.

For Africa, this agreement arrives at a pivotal moment. The continent is racing to build AI capabilities and digital sovereignty while facing chronic power shortages, water stress, and legitimate concerns about secretive large-scale developments. The recent cancellation of a major data centre project in Kenya due to power grid fragility perfectly illustrates the tension between ambition and infrastructure reality.

The Global Context and African Stakes

The explosive growth of cloud computing and artificial intelligence has created unprecedented demand for data centres. These facilities are the physical backbone of the digital economy, but they are also extremely resource-intensive. Globally, data centres already account for roughly 1–1.5% of total electricity consumption, a figure expected to rise sharply as AI models become more complex and data-hungry.

In Africa, the challenge is acute. While the continent urgently needs more data centres to reduce latency, lower cloud costs for local businesses, and support homegrown AI innovation, many regions face severe energy deficits. The bigger issue is not just capacity, but sustainability and equitable benefit-sharing. Many projects have been criticised for limited transparency, weak environmental assessments, and minimal local economic participation beyond basic construction jobs.

Why Only 40 Cities Signed

The relatively modest number of signatories reflects the difficulty of balancing economic opportunity with environmental and social safeguards. Some governments worry that strict guidelines could deter much-needed investment. Others lack the technical and regulatory capacity to enforce new rules. In Africa, where energy access remains a fundamental development priority, several countries are understandably cautious about adding requirements that might slow infrastructure rollout.

Ongoing concerns include massive energy consumption, high water usage for cooling, land allocation conflicts, and the lack of public consultation in many projects. Without proper frameworks, data centres risk becoming enclaves of foreign capital with limited trickle-down benefits.

How Startups and SMEs Can Be Incorporated for Wider Economic Participation

To ensure broader economic gains, African governments and data centre developers must deliberately design inclusion mechanisms for startups and SMEs. This is not just about corporate social responsibility — it is smart economics.

First, governments should mandate local content and supplier development programmes. Data centre operators can be required to allocate a percentage of procurement (IT equipment, construction materials, maintenance services, catering, security) to local SMEs. This creates immediate business opportunities and builds domestic supply chains.

Second, innovation hubs and co-location models should be encouraged. Data centres can allocate space or subsidized power for startup incubators, AI labs, and SME testing environments. This allows local entrepreneurs to access high-performance computing at lower costs and develop solutions tailored to African problems.

Third, skills and training partnerships are essential. Developers should fund vocational programmes in data centre operations, renewable energy maintenance, and AI engineering. This creates a pipeline of local talent and reduces reliance on foreign expertise.

Fourth, open data and API access policies can enable startups to build applications on top of the infrastructure. Public-private models where governments co-invest in exchange for data-sharing commitments could accelerate local innovation.

Finally, financial inclusion mechanisms such as dedicated SME funds or guarantees linked to data centre projects can help smaller businesses participate in the ecosystem.

By embedding these measures into data centre agreements from the outset, Africa can avoid the extractive model seen in some other sectors and instead create genuine digital industrialisation.

Practical Solutions for Africa

Africa must pursue a pragmatic, context-specific path. Key solutions should include prioritising renewable energy co-location, adopting water-efficient cooling technologies, developing regional data centre hubs, and creating clear regulatory frameworks with built-in incentives for green and inclusive projects.

The C40 agreement offers a useful starting point, but it must be adapted to African realities. With thoughtful planning, the continent can build digital infrastructure that accelerates AI ambitions without exacerbating existing resource constraints.

There is a small window of opportunity and the next few years will determine whether Africa becomes a passive consumer of global digital infrastructure or an active participant shaping its own digital future. Getting data centre development policy right, will be a central pillar to that outcome.