Want to build a data centre in Canada? These are the federal government's new expectations

At a Markham press conference on 3 September 2026 the federal government unveiled “Canada’s Responsible Data Centre Development Principles”, a set of five expectations that will shape every new AI‑focused data‑centre project across the country. The move comes as provincial officials, Indigenous groups and local residents push back on the scale of upcoming facilities, and as Ottawa tries to keep critical compute capacity at home rather than importing it.

The principles do not create a new federal approval regime. Instead, they are intended as a “tool” for municipalities, provinces, territories and Indigenous governments to assess proposals, according to Minister of Artificial Intelligence and Digital Innovation Evan Solomon. “If we don’t build the infrastructure of the future here, we will have to buy it from somewhere else…if we don’t innovate here, we will rent that from someone else,” he said at the event.

Media additions

"Canada is building the digital infrastructure we need to lead in the age of AI, grow our economy and strengthen our sovereignty. But how we build matters. Data centres must protect ratepayers, respect water and energy resources, and create lasting benefits for the communities that host them."

Evan Solomon, Minister of Artificial Intelligence and Digital Innovation, via CBC

The five expectations, repeated in three separate releases, require developers to:

• Minimise water use and broader environmental impacts.
• Protect electricity ratepayers by avoiding cost shifts to households and businesses.
• Deliver lasting community benefits and be transparent about costs.
• Respect land‑use and Indigenous rights.
• Provide clear information to local decision‑makers.

“These expectations do not mean there’s a new federal approval process — and do not replace provincial, territorial or municipal responsibilities,” Solomon added, echoing the language in the Finance release.

Who has signed on?

The government announced 23 signatories, ranging from global hyperscalers to home‑grown AI firms. The list includes Amazon Web Services, Anthropic, Bell Canada, Cohere, eStruxture, Hypertec, Meta, Microsoft, OpenAI, Telus and others such as OVHCloud and Beacon Data Centres (see BetaKit).

“We expect projects to pay the costs they create, protect local resources, and deliver lasting value to Canadians,” the Minister said, stressing that the framework is a voluntary industry pledge, not a binding regulation.

Provincial and local dynamics

Ontario’s Premier Doug Ford has already issued a “Data Centre Playbook” that requires projects to invest “substantially” in the province and to bear the full electricity bill. Alberta’s government has held a series of town halls after Meta announced a $13 billion AI data centre that will be powered by a $4.6 billion natural‑gas plant. In Manitoba, Premier Wab Kinew announced in June that a proposed 141‑hectare AI data‑centre on farmland south of Winnipeg would not go ahead.

The Federation of Canadian Municipalities (FCM) endorsed the principles, with its president Tim Tierney stating:

"As demand for AI grows, municipalities are increasingly being asked to review complex data centre proposals that will have significant impacts on local communities. Today's announcement is an important first step in helping municipalities better understand and assess projects…"

Tim Tierney, President, Federation of Canadian Municipalities, via Finance

Kari Hyde, director of the Pembina Institute’s Customer Energy Solutions program, warned that the framework will only work if provinces remove “unnecessary curtailment, a limited understanding of the role of flexibility, and regulations that needlessly limit the supply of renewable energy and storage.” She said the guidelines “signal the right priorities … attracting investment while aiming to minimise negative impacts on communities, land and water use and electricity grids.” (Pembina Institute).

Public sentiment

A July Leger poll of 1,505 Canadians showed mixed feelings: 46 per cent viewed data‑centre development positively, while 37 per cent were negative. When the question focused on AI data centres in respondents’ own province, 44 per cent supported the idea and 42 per cent opposed it (Cbc).

BetaKit cited an Angus Reid Institute poll indicating that “more than two‑thirds of Canadians oppose having data centres built near their homes.” The backlash has already spurred companies such as Anthropic to hire “community‑engagement managers” to coordinate charitable giving and local investment (BetaKit).

International comparison

Australia’s recent shift to allow some jurisdictions to power new data centres with coal or gas, rather than a strict renewable‑only rule, provides a cautionary parallel. The Australian federal government’s softened stance, detailed in The Conversation, underscores how “state‑by‑state” approaches can create regulatory gaps that risk higher emissions and consumer costs. Canadian policymakers appear keen to avoid those pitfalls by locking the expectations at the national level while leaving licensing to provinces.

Timeline of key milestones

• 3 September 2026 – Federal government launches the Responsible Data Centre Development Principles; 23 industry signatories announced (CBC).
• Late July 2026 – Leger poll reveals split public opinion on AI data centres (CBC).
• June 2026 – Manitoba Premier cancels a large AI data centre plan; Alberta holds town halls on Meta’s $13 billion project (CBC).
• August 2026 – Ontario releases its own Data Centre Playbook, demanding full electricity cost coverage (CBC).
• 14–15 September 2026 – Canada Investment Summit in Toronto aims to mobilise up to $1 trillion of private capital for projects including AI infrastructure and data centres (Digital Journal).

What to watch next

• Provincial legislation: Both Ontario and Alberta have signalled stricter local rules; upcoming drafts will test how closely they align with the federal expectations.
• Indigenous consultations: The Confederation of Tomorrow survey notes that Canadians expect agreements with Indigenous communities before large projects proceed (Environics Institute).
• Investor response at the Canada Investment Summit: Companies that have signed the framework, such as OpenAI and Anthropic, will likely use the summit to announce concrete build‑out plans.
• Potential litigation or enforcement actions: While the framework itself carries no penalties, provinces may enact binding regulations that could trigger legal challenges.
• Energy grid capacity: Deloitte’s 2026 outlook flags AI‑related data‑centre demand as a driver of credit demand for energy‑intensive projects, making electricity supply planning a critical factor (Deloitte).

Implications for businesses

For developers, the principles provide a clearer set of community‑focused criteria, which could reduce approval timelines if provinces adopt complementary rules. At the same time, the expectation that “projects must pay the costs they create” means that developers will need robust financial models that internalise water, electricity and land‑use externalities.

Financial institutions are already noting a rise in AI‑related debt demand. Deloitte’s outlook suggests that “spending on AI and data centres could boost business investments,” but that confidence will hinge on “regulatory clarity” and “transparent community benefits” (Deloitte).

And for municipalities, the framework equips them with a national baseline that can be referenced when negotiating with companies. As the Federation of Canadian Municipalities highlighted, “no two data centre projects are alike,” so the ability to demand detailed information could become a bargaining chip for local infrastructure upgrades or job‑creation programmes.

Ultimately, the federal expectations mark a new chapter in Canada’s push to keep AI compute capacity domestic. Whether the promised “responsible, transparent” build‑out materialises will depend on how quickly provinces translate the principles into enforceable rules, how Indigenous and community consultations unfold, and whether investors seize the momentum at the upcoming Canada Investment Summit.