That last point matters. A data center in Canada is not automatically sovereign. If it is owned, operated, financed and controlled by a foreign hyperscaler, it may create jobs and tax revenue, but it doesn’t give Canada or Europe durable control over compute access. It is a foreign platform with a Canadian address.
The structure should be different for sovereign compute.
Canadian and European public funds, pension funds, industrial companies, model developers and cloud operators should jointly finance the facilities. Canadian and European entities should retain governing control. U.S. companies could participate as suppliers, customers or minority partners, but not dominate the sovereign layer. The facilities should include guaranteed compute allocations for Canadian and European AI firms, universities, hospitals, public agencies and critical industries.
Power access should come with conditions. Canada shouldn’t give away its grid advantage cheaply. Major AI data centers should be required to help pay for new generation and transmission, publish energy and water-use data, use clean power wherever feasible, include Indigenous and local participation, and train Canadian workers in the new trades of AI infrastructure: power engineering, liquid cooling, cybersecurity, data-center operations, fiber networking and chip maintenance.
This shouldn’t become a subsidy program for corporate electricity consumption. It should be an industrial strategy.
That won’t be easy. Canada is good at producing talent, energy and natural advantages. It is less good at turning them into coordinated national industrial strategy. Provincial power systems, federal procurement, Indigenous rights, environmental review, pension capital, immigration policy and national-security rules would all have to move in the same direction. That is precisely why the strategy has to be explicit. If Canada treats AI data centers as ordinary real estate projects, the country will drift into the weakest version of the opportunity.
Europe’s side of the bargain is equally important. Europe must bring demand. Its industrial giants shouldn’t merely sign cloud contracts with American vendors and call that modernization. They should become anchor customers for European and Canadian models deployed on allied infrastructure.
That is how Europe can turn its supposed handicap — regulation — into an advantage. The winning European AI company may not be the one with the flashiest consumer chatbot. It may be the one that can safely serve a hospital network, a bank, an aircraft manufacturer, a grid operator, a court system or a defense supplier without sending sensitive data through a foreign-controlled API.
That isn’t glamorous. It is where the durable money is.
Europe and Canada should specialize in the AI that the real economy actually needs: secure enterprise models, open-weight systems that can run locally, multilingual public-service models, scientific and industrial models, cybersecurity tools, medical and legal assistants, and smaller deployable systems for factories, utilities, ships, aircraft, farms and local governments.
They don’t need to own every layer of the stack. But they need enough control over the crucial layers: compute, data, model deployment, safety evaluation, procurement and legal jurisdiction.
The temptation on both sides will be to settle for the easy version.
Europe could write rules for systems built elsewhere and congratulate itself on leadership. Canada could sell cheap electricity to American hyperscalers and call the construction boom a national strategy. Both would be mistakes.
A regulator of foreign technology is not sovereign. A landlord for foreign data centers is not sovereign either.
The harder version is more demanding and more valuable. Build fewer but larger strategic facilities. Tie them to model developers, universities, public agencies and industrial customers. Guarantee access for domestic and allied users. Make the infrastructure clean enough to be defensible and controlled enough to matter. Treat compute as a strategic asset, not just a commercial service.