Kenya tops the world in AI, but do our leaders know that AI drinks water?

"The poor and needy search for water, and there is none; their tongues are parched with thirst. But I, the Lord, will answer them." Isaiah 41:17

Here is the question nobody in the Cabinet has asked: when the machines get thirsty, who goes without?

Somewhere in Nairobi, a policymaker is celebrating that Kenya leads the world in artificial intelligence (AI) usage, sipping water without a second thought. Fair enough.

But 300 kilometres away in Mombasa, a $1.5 billion (Sh195 billion) data centre is arriving with an appetite for water that would make a herd of elephants blush, but unlike elephants, data centres never migrate when the watering hole runs dry. They keep humming, day and night, indifferent to the fisherman whose borehole just went quiet.

This week, two headlines landed on the same news cycle; read side by side, they tell the real story, triumph and warning in one breath. Kenya topped the world in AI.

And a foreign multinational wants to build one of the thirstiest machines on the continent, right on our coastline. One is a victory lap. The other is a bill nobody has priced. Stay with me; the answer decides whether Kenya becomes Africa's AI capital, or its cautionary tale.

This week's signal

According to the Digital 2026 Mid-Year Global Update Report by Data Reportal, 97.5 per cent of Kenyan internet users aged 16 and above used AI in the past month, the highest adoption rate of any of the 54 countries tracked, ahead of the UAE (94.2 per cent) and Indonesia (93.6 per cent).

Meanwhile, ODI research puts roughly 2.5 million Kenyan workers, disproportionately young, in jobs highly exposed to AI displacement. We are, at once, the world's most enthusiastic AI users and among its most exposed workforces. Mind-blowing, in the worst way.

Enter Amaco Energy Group, a Greek firm proposing a $1.5 billion (Sh194 billion) Mombasa data centre, powered independently of the grid via an offshore Liquefied Natural Gas (LNG) system called "Hercules."

The electricity problem, they say, is solved. Nobody has said a word about water, and modern data centres consume millions of litres daily just to stay cool, alongside a continuous hum audible over a kilometre away and floodlights that never dim for neighbours trying to sleep.

In Eagle Mountain, Utah, home to a major Meta facility, residents now face a documented 183 per cent property tax hike to fund the infrastructure growth demanded.

The lesson travels well: the facility drinks first, hums loudest, and the community pays for the pipes long after the ribbon is cut.

What it means for business

Off-grid power is not the same as off-community. Any investor serious about Mombasa should be asked, before the ground is broken, one unglamorous question: where is the fresh water coming from? This is where foresight leadership separates builders from extractors.

The leaders who win the next decade solve for the neighbour’s tap before the regulator forces them to, and treat community goodwill as a line item, not an afterthought.

What it means for policy

Kenya holds the pen here, not Amaco. Under the Data Protection Act, any foreign-built facility on Kenyan soil answers to Kenyan law on how data is handled and where it travels.

That sovereignty must extend to water, noise, and environmental review codified before construction, not negotiated after the first dry tap.

Sovereign AI infrastructure protects more than servers; it shields healthcare data, power grids, banking flows, food security intelligence, and judicial records from becoming someone else's leverage.

Kenya must also move with urgency on Battery Energy Storage Systems to stabilise the grid, and lift the freeze on generation investment that has left capacity lagging demand for years. Energy security is now inseparable from AI security; one cannot survive without the other.

What it means for the people

Data is being called Africa's new raw material. Raw materials, historically, left the continent processed elsewhere while the extraction site paid the bill: land depleted, water gone, profits shipped out.

That pattern must not repeat on our coastline, not in fresh water, not in silence at midnight, not in jobs quietly automated away.

The grid is already groaning before Mombasa's servers switch on: Kenya's power reserve margin has collapsed from 21 per cent in January to just 3.3 per cent today, forcing the country to double Ethiopian imports to 400 megawatts by December.

Progress that cannot answer for its own thirst is not progress. It is a bill with someone else's name quietly erased from it.

Afterthought

Kenya earned its AI crown through curiosity. But a crown built on an unasked plumbing question is a joke told at our expense. Ask before the well runs dry; that is what foresight leadership means.

"Decisions are made on the radar screen, but the future is yours."

The Author is a human-centred strategist and leadership columnist.