Grande Prairie County tightens data centre approvals after residents object to an AI permit

On paper the approval near Sexsmith was routine. The County's land-use requirements have included data centres for years ^[4], and the applicant was not disclosed ^[3]. Five buildings of 80 by 180 feet come to 72,000 square feet of footprint ^[1], plus 15 make-up air generators ^[3]. "The permit was approved in accordance with the existing land-use bylaw, adopted in 2003," the County said in a statement. "While the requirements of the bylaw process were met, we recognize that this application has prompted important discussions about transparency, public input and how projects of this type are considered under the current process." ^[5]

The fix lands on the next applicant. The County said modern data centres may fit the letter of its bylaw but not its spirit, given their scale, and future applications now go to the municipal planning commission whether or not they meet bylaw standards ^[6]. A compliant site in the County now also needs the commission's sign-off ^[6].

Walton Global's Edmonton filing is the better puzzle. The Calgary land company plans a hyperscale-ready campus at the Edmonton Energy and Technology Park ^[7]. The City has said AI data centres count as heavy industrial use and would be permitted within the existing petrochemical area, even though nobody contemplated them when the plan was written in 2010 ^[10]. So a data centre can already go on petrochemical land. Stantec Consulting filed the amendment for Walton ^[8], and it asks for three changes: data centres and their power generation written into the medium industrial category, 253 hectares moved from petrochemical to medium industrial, and the eco-industrial principles limited to petrochemical land ^[9]. Taken together, those 253 hectares would leave the principles behind when they change category ^[2].

The principles exist to mitigate the industrial area's environmental impact ^[9]. The park was envisioned as a "world-class eco-industrial park that combines economic opportunity, ecological integrity, and efficient use of land and resources" ^[14]. In my view, what Walton gets out of the application is relief from those conditions, and the comment window that closes Oct. 25 ^[8] is where residents can contest that. The other reading is that Walton wants certainty. Plan text that names data centres and power generation outright means a hyperscale campus does not depend on the City's interpretation of heavy industrial use. The filing fits both readings.

Wave Infra's proposal near Highway 2 is $300 million for five megawatts ^[11], or $60 million a megawatt ^[3]. The project includes an AI research lab ^[11], so the figure does not tell an investor what Alberta data centre capacity costs to build.

There are three ways this can go. Municipalities may add review steps and still approve most projects, so developers pay in time. They may attach conditions, as Edmonton could by keeping eco-industrial principles on Walton's 253 hectares. Or a commission may refuse a project that met its zoning. I'd expect one of the first two. Alberta has 22 data centres operating and dozens more proposed ^[2], and it draws 90 percent of Canada's planned capacity under rules that favour development, according to York University research ^[12]. Edmonton and Red Deer County are having similar discussions ^[13], so I'd expect more review steps even without refusals. The view is wrong the first time a planning body turns down a data centre that met its bylaw. From then on, a developer could not count on compliance to win approval.