How to Apply for the Regional Artificial Intelligence Initiative (RAII)

If your business is building or adopting artificial intelligence, federal funding is now easier to access through the Regional Artificial Intelligence Initiative (RAII). RAII was announced in Budget 2024. It is delivered by Canada’s regional development agencies. The program is open until all funding is committed. In some regions, projects can run as late as March 31, 2029. The main challenge is figuring out which RAII stream fits your project and how to apply correctly.

This guide explains each step of the RAII application process, based on how the program works across different regions.

What Is the Regional Artificial Intelligence Initiative?

RAII is a federal funding program that helps Canadian businesses use and commercialize artificial intelligence. The program is delivered by regional agencies like FedDev Ontario, CED Quebec, PrairiesCan, and FedNor. Each region has slightly different rules.

RAII supports projects under two main pillars:

Pillar 1: AI productization and commercialization
For AI startups and scale-ups turning prototypes into products.
Pillar 2: AI adoption and integration
For businesses using AI tools to boost productivity and competitiveness.

Step 1: Confirm You’re Eligible for RAII

Eligibility depends on your location, organization type, and project focus. Most regions use similar rules.

Who Can Apply?

Incorporated small and medium-sized enterprises (SMEs)
Incorporated not-for-profit organizations
Indigenous-owned businesses and organizations
Municipalities and ecosystem groups (in some regions)

Basic Requirements

You must be legally incorporated in Canada.
Your project must benefit the eligible region.
You need a viable business model and enough funds to finish the project.

Retail-only and service-only businesses are not eligible under RAII.

GrantHub’s eligibility matcher can help you filter RAII programs by province and project type.

Step 2: Match Your Project to the Right RAII Stream

Many applications fail because they don’t fit the program’s streams. Your project must clearly match one pillar.

Pillar 1: Productization and Commercialization

Projects may include:

AI solution development and testing
Technology demonstration and validation
Hiring AI engineers or data scientists
Getting products ready for market

For example, in Southern Ontario, Pillar 1 projects must focus on responsible AI productization. Priority goes to firms with early market traction.

Pillar 2: AI Adoption

Projects may include:

Integrating AI into operations or production
Training staff to use AI
Data management and system integration

In Quebec, SMEs adopting AI may get up to 50% of eligible costs covered. Not-for-profits may get up to 90%, usually as non-repayable contributions.

Step 3: Understand Funding Amounts and Eligible Costs

RAII does not offer a single fixed grant amount. Funding depends on your region and organization type.

Typical Funding Rules

Up to 50% of eligible costs for SMEs
Higher coverage (often 75%–90%) for not-for-profits
Capital costs often capped at 50%
Non-capital costs may be funded at higher rates

In Northern Ontario, SMEs can get up to 50% of capital costs and 75% of non-capital costs.

Eligible Expenses

Salaries and benefits for AI staff
Data acquisition and management
Software and system integration
AI-related equipment (if justified)

Some regions allow retroactive costs. In some cases, this includes expenses up to 12 months before application. Check with your regional agency first.

Step 4: Prepare Your RAII Application

Each region has its own intake process, but most RAII applications require:

What You Need

A detailed project plan and timeline
A clear explanation of how you will use or develop AI
A budget with eligible costs listed
Proof of financial capacity
Expected economic outcomes (jobs, productivity, growth)

In the Prairies, applications are accepted on a continuous basis until December 31, 2028, or until funds run out.

Tip: Focus on commercial outcomes, not just research.

Common Mistakes to Avoid

Being too vague about AI
You need to explain exactly how AI is central to your project.
Applying under the wrong pillar
Adoption projects often get rejected under Pillar 1.
Including ineligible expenses
General operating costs or unrelated software are not eligible.
Ignoring regional priorities
Each agency has its own sector and economic priorities. Make sure you address them.

Frequently Asked Questions

Q: Is RAII funding repayable?
It depends on your region and organization type. SME funding is often repayable but interest-free. Not-for-profit funding is usually non-repayable.

Q: Can startups apply for RAII?
Yes, if they are incorporated and focused on AI commercialization. Early-stage firms may need to show technical readiness and market potential.

Q: Does RAII fund AI training only?
Training alone is not enough. It must be linked to AI adoption or commercialization outcomes.

Q: How competitive is RAII?
Demand is high. Projects with strong economic impact, clear AI use, and commercialization outcomes are prioritized.

Q: Can I combine RAII with other grants?
Yes, stacking is often allowed, but total government funding cannot exceed program limits.
See also: How to stack grants and loans without violating funding rules.

Next Steps

RAII is a key AI funding program for Canadian businesses. Success depends on picking the right regional stream and setting up your project properly. GrantHub tracks all RAII regional programs and hundreds of other AI and innovation grants, so you can see which ones match your business profile and location.

You may also find these helpful:

What expenses are eligible under regional economic development grants?
Innovation Vouchers vs Traditional Grants for Alberta Startups

If AI is part of your growth plan, RAII is worth considering—now is the time to get started.

How to Apply for the Regional Artificial Intelligence Initiative (RAII)