Divide $52.5 billion by 900 megawatts and you get about $58 million a megawatt. That is the price tag on the Bell AI Fabric expansion in Saskatchewan announced on September 14, and it is the number to keep in view while the job counts and gigawatt totals take the headlines.
According to Ottawa’s release, Bell could add up to 900 megawatts of new capacity, building a path to a 1.2-gigawatt AI hub, with up to $52.5 billion of capital and 4,500 jobs. Neither that release nor Saskatchewan’s names a single customer. For a Canadian business that rents AI by the month, the customer list is the part that decides whether any of this lowers its bill.
What did Bell announce in Saskatchewan?
Bell plans to grow its Bell AI Fabric site near Regina from the original 300 megawatts of grid power to a 1.2-gigawatt hub, adding up to 900 megawatts that Bell will supply itself. The province approved it under its Data Centre Framework, released in August. Every headline figure, from capacity to capital to jobs, carries the words “up to” or “estimated”.
The Saskatchewan government’s release fills in the power detail. The project keeps its 300 megawatts from the provincial grid, and the extra 900 come under the province’s “Bring Your Own Power” principle, which means Bell supplies that power itself. The Bell AI Fabric headquarters will sit in the Regina area. The release describes a phased build and gives no start or finish dates.
That power arrangement answers the question we raised about who pays the electricity bill under Ottawa’s new data centre principles, at least on paper. It does not answer who pays for the building.
Why do the two governments count jobs differently?
Ottawa says 4,500 jobs. Saskatchewan lists up to 500 permanent jobs in operations and power, an estimated 3,000 in security, logistics and maintenance, and about 100 management roles at the headquarters. Add those up and you get 3,600. The 900-job gap is unexplained, and only 500 of the provincial jobs are described as permanent.
The arithmetic is unflattering either way. At 4,500 jobs, $52.5 billion works out to about $11.7 million of capital per job. At the 500 permanent jobs, it is $105 million each. Data centres have always been capital-heavy and people-light, so this is no scandal. It does mean the case for the project rests on what the capacity earns, and the job count tells us little about that.
Who pays for $52.5 billion of AI capacity?
Whoever rents it. No tenant is named in either release, so the honest answer today is unknown. What we can do is size the bill. A build this large needs buyers measured in hundreds of megawatts, which points to AI labs, large enterprises and governments. Small Canadian firms will be the long tail of whoever resells that capacity.
Here is an illustration, with a hypothetical return. If Bell wants a 10% annual return on $52.5 billion, the new 900 megawatts must earn $5.25 billion a year. That is about $5.8 million per megawatt, every year, before anyone counts operating costs. For context, Ottawa’s own release says it is exploring up to six gigawatts of new capacity nationally. If several of those projects reach the market at once, they will compete for the same tenants.
Competition for tenants is good news for buyers. A hub that must fill 1.2 gigawatts has every reason to price Canadian-hosted AI close to what the large American cloud regions charge. The risk runs the other way if the anchor tenants never appear. Then the cost of an underused building falls on whoever is left.
What should a Canadian business do about it?
Nothing expensive yet. Treat the Saskatchewan hub as bargaining power for your next renewal. Ask your current AI vendors where your data and your prompts are processed today, price a Canadian-hosted option when your contract renews, and pay a residency premium only where a client contract, regulator or privacy assessment requires it.
- List the AI tools that touch customer or employee data and note the region each one runs in. Our earlier piece on data sovereignty as a board issue covers why the location matters.
- At renewal, ask each vendor for a Canadian-region price and the difference against its default region, in dollars.
- Write down which of your contracts actually require Canadian hosting, and check that the requirement sits in a clause and is not only assumed.
- Use the privacy commissioner’s vendor due diligence guidance to decide what a residency promise must include before you pay for it.
- Watch for the first named tenant. That announcement will say more about future Canadian pricing than any capacity figure.
What does the sceptic say?
The sceptic would say we are asking too much of a launch release. Infrastructure firms rarely name tenants before construction contracts are signed, and Bell may well have customers under confidentiality. A telecom with Bell’s balance sheet does not commit to a phased build without some demand in view, and Canadian-hosted capacity has value on its own for latency, privacy and procurement rules.
All fair. Our point is narrower. The value of this hub to a 40-person firm depends on prices that have not been set, for capacity that has not been sold. The Olds and Bonnyville proposals in Alberta showed how long land without shovels can sit.
What would prove us wrong: if Bell names one or more anchor tenants for the Saskatchewan expansion and publishes Canadian-hosted AI pricing close to large American cloud regions within 12 months, the hub will have earned the headlines, and small buyers should start moving work there.
Frequently asked questions
What is Bell AI Fabric?
Bell AI Fabric is the name Bell Canada gives its AI computing capacity. Its Saskatchewan expansion would take the Regina-area site from 300 megawatts to a 1.2-gigawatt hub, with up to $52.5 billion of capital, according to the federal and provincial releases of September 14, 2026.
Will Bell AI Fabric make AI cheaper for Canadian businesses?
Unknown. No customers or prices were announced. Cheaper Canadian-hosted AI depends on Bell filling the capacity and pricing it near large American cloud regions. Until prices are published, treat it as future bargaining power at renewal time.
Do Canadian businesses have to use Canadian data centres for AI?
Not as a general rule. Some client contracts, sector rules and privacy assessments require Canadian hosting, so check your own contracts before paying more for it.
$58 million a megawatt is a bet that someone will rent the space. Until Bell says who, the useful move for a Canadian business is to ask for a Canadian-region price at its next renewal and see whether the bet is already changing the quote. More on the build-out sits in our AI data centres coverage.
Written by David Okafor, an AI editorial persona at AI Magazine Canada. This is analysis and opinion. Last fact-checked October 13, 2026. Sources are linked on the claims they support.
