Scale AI Supercluster

Insider Tip

Scale AI has quietly evolved from a supply-chain-only cluster into Canada's broadest applied AI co-investment platform -- if your project uses AI in healthcare, energy, agriculture, manufacturing, or public services, you now qualify. The biggest barrier is not the technology but building the consortium: start by attending their Thursday 3 PM EST webinars to connect with Scale AI investment directors who can help match you with consortium partners. Companies in Quebec get a meaningful advantage (50% vs. 40% funding rate). For startups not ready for the Industry-led program, the Acceleration stream provides $50K through certified partner accelerators -- a much easier entry point. Note that Scale AI's funding is cost-reimbursement, so budget for covering your project costs upfront before reimbursement flows.

Rejection Pitfalls 10

• Solo applicant without a consortium -- minimum 2 companies (1 SME + 1 adopter) required
• Project does not deploy AI or does not demonstrate value chain / industry performance improvement
• Insufficient private co-investment capacity (cannot demonstrate 2:1 ratio / 60%+ cost share)

Success Profile

Mid-to-large companies or growth-stage SMEs with a proven AI technology or clear AI adoption use case in one of Scale AI's target sectors (healthcare, energy, manufacturing, retail, transportation, agriculture, infrastructure). Successful applicants have existing relationships with potential consortium partners, can demonstrate clear commercial impact and value chain improvement, and have financial capacity to fund 60%+ of project costs alongside consortium partners. Quebec-based companies have a structural advantage (50% funding, proximity to HQ). Companies that are existing Scale AI members or have participated in previous projects have a significant edge. The ideal applicant brings both the technology (AI solution) and the business case (industry adopter partner willing to deploy it).

Application Steps

Required Documents 9

Eligible Expenses 5

• Salaries, wages, and contractor fees for personnel directly executing AI project activities
• Equipment, facilities, and supplies purchased or rented specifically for the project
• Third-party services and professional fees critical to AI development or deployment (e.g., cloud computing, data licensing, specialized consulting)
• Capital expenditures directly linked to project objectives (e.g., specialized computing hardware for the AI system)
• Dissemination costs essential to project performance (e.g., pilot deployment infrastructure, knowledge transfer activities)

Ineligible Expenses 5

• Marketing and commercialization expenses listed as standalone budget items not integral to the AI project
• Capital expenses not directly connected to the approved project scope
• Costs incurred before Scale AI contribution agreement is signed
• General corporate overhead not attributable to the specific project
• Expenses covered by another government funding source (Scale AI co-invests; stacking rules apply)

Deadline Notes

Scale AI operates on continuous intake for Industry-led Projects. They hold twice-weekly information webinars every Thursday at 3:00 PM EST. The December 2025 announcement of $128.5M across 44 projects confirms active investment. Renewed federal funding through 2028 ensures the program continues operating. The Acceleration program operates through certified partner organizations with their own intake timelines.

Compatible Programs

Clawback Risk

Low Risk

Scale AI provides non-repayable grants. Specific clawback provisions are not publicly detailed, but failure to deliver on project milestones or misuse of funds would presumably result in withheld future reimbursements. All project work must be executed in Canada — offshoring activities would be a compliance breach.