Some of Canada’s largest regulated enterprises are joining forces to build shared infrastructure for the next phase of artificial intelligence adoption.
Lightworks, Scotiabank, Sun Life, and TELUS have announced the launch of the AI Consortium, a cross-industry initiative designed to help major organizations develop, govern, and scale AI safely in complex enterprise environments. The consortium brings together companies from banking, insurance, and telecommunications to build what they describe as critical AI control infrastructure in Canada.
At the centre of the initiative is the Agentic Control Plane, or ACP, a flagship program already running in production in regulated environments. The ACP is designed to give enterprises visibility and control across AI models, agents, users, and inference pipelines as organizations move from experimentation to production-scale deployment.
According to the announcement, the ACP currently processes more than two trillion tokens per month across member organizations, underscoring the scale at which large Canadian enterprises are already deploying AI.
For data centre and AI infrastructure watchers, the consortium is notable for where it points next. Future optional projects include an AI Operations Center, intended to provide technical and operational awareness across members to improve performance, resilience, and cost management, as well as an AI Token Exchange, aimed at simplifying access to sovereign AI factories and unlocking capabilities that may be difficult for individual institutions to build alone.
The launch comes as Canadian enterprises increasingly look beyond model access and compute capacity toward the governance layer required to operate AI at scale. For regulated organizations, that means maintaining oversight, compliance, operational control, and data protection while AI systems become more deeply embedded in day-to-day workflows.
Rather than having each institution build similar control systems separately, the AI Consortium is designed to let members pool engineering expertise, research, and intellectual property while retaining perpetual-use and ownership rights to the resulting IP.
Lightworks is serving as the Managing Founding Member of the consortium. The Toronto-based technology firm works with highly regulated and security-conscious enterprises on mission-critical AI deployments, modernization initiatives, and large-scale transformation programs.
The consortium is also open to additional qualifying organizations operating at comparable scale and complexity.
The announcement reflects a broader shift in Canada’s AI infrastructure conversation. While much of the national focus has been on compute, data centres, and sovereign AI capacity, the next bottleneck for enterprise adoption may be control: the systems that allow institutions to monitor, manage, govern, and trust AI once it is operating in production.