Prime Minister Mark Carney announced Canada's artificial intelligence strategy on Thursday, outlining plans for large-scale AI data centres with a goal of massively increasing the country's computing capacity by 2030. The federal government is now entering controversies that have primarily played out at municipal and provincial levels.
What Are AI Data Centres?
An AI data centre is a facility designed to power artificial intelligence systems by storing data and running the massive computations needed to train and operate AI models. Unlike traditional data centres, which mainly handle web hosting, cloud storage, email, or business software, AI data centres are built around high-performance processors such as graphics processing units and specialized AI chips. They require far more electricity, advanced cooling systems, and ultra-fast networking to manage the intense workloads created by machine learning.
AI data centres are optimized for parallel processing and large-scale data movement, making them significantly more energy- and hardware-intensive than conventional facilities. There are just over 300 data centres operating throughout Canada, though most are located in or near major metropolitan areas.
Why Is the Federal Government Investing Now?
The Trudeau government launched the Canadian Sovereign AI Compute Strategy in December 2024, aiming to develop cutting-edge AI solutions across all sectors of the economy. In April 2025, the Carney government's first budget proposed over $925 million over five years to support large-scale sovereign public AI infrastructure. Updated last month, the AI Compute strategy indicates the government plans to make strategic investments in public and commercial infrastructure.
The goal of the sovereign AI compute strategy is to develop and maintain technical capabilities within Canada to harness the full potential of emerging digital automation technologies. Michel Richer, president of Bell AI, told National Post that data sovereignty is primarily about two pillars: ensuring that no actor outside the country can access data generated within Canada or stop Canadian computer systems from operating. Establishing data sovereignty helps guarantee full control over access to data and which systems are running or are prevented from running.
Announcing the sovereign AI compute strategy, the federal government said the plan will make strategic investments in public and commercial infrastructure to ensure that Canadian innovators, businesses, and researchers have access to the compute capacity they need.
Controversies Ahead
Developing these facilities has been primarily a matter of local concern for communities where they will be built. As Ottawa ramps up investment, the federal government is now wading into controversies involving data centres that have primarily played out at the municipal and provincial levels. Concerns include energy consumption, environmental impact, land use, and data privacy.
