Non-Dilutive Capital & Grants for AI Startups (2026)
Secure deep-tech research funding to offset GPU compute budgets, datasets acquisition, and machine learning PhD salaries. Compare verified federal and local programs, verify matching criteria, and model your funding stacking.
Deep-Tech AI Funding Stack
Stacking federal scientific research grants to fund high-risk artificial intelligence algorithm training.
Submit a required Project Pitch to the NSF SBIR (USA) or consult an NRC ITA (Canada) to highlight the high technical risk of your models.
Partner with a university laboratory under STTR or Mitacs Accelerate to access PhD researchers and university-grade GPU clusters.
Isolate data engineering and modeling hours in git logs to claim maximum R&D tax credits.
Utilize regional state/province vouchers to offset third-party model audit and security compliance costs.
Recommended Programs (8)
Latest Update: June 2026Scientific Research and Experimental Development (SR&ED)
Agency: Canada Revenue Agency (CRA)
Canada's largest tax incentive for businesses conducting scientific research or experimental development. Provides a fully refundable investment tax credit (ITC) for eligible R&D expenditures.
Provides non-repayable grants and advisory support to help Canadian small and medium-sized enterprises (SMEs) develop and commercialize innovative technologies.
Pairs Canadian businesses with academic researchers (grad students and postdocs) to execute specialized R&D projects, offsetting the cost of hiring advanced researchers.
Helps small and medium tech businesses in Alberta access technical services, prototype development, market feasibility studies, and digital scaling assistance.
Provincial tax incentive that matches federal SR&ED, providing refundable tax credits on wages paid to employees conducting scientific research or experimental development in Quebec.
Known as America's Seed Fund for life sciences, these awards fund early-stage research and development with commercialization potential in biotech, medical devices, and digital health.
Provides non-dilutive funding to early-stage startups developing highly innovative, high-risk technologies with deep commercial market potential.
Provides funding to develop, test, and validate clean energy technologies, carbon capture systems, grid storage solutions, and efficiency improvements.
Related Resources & Guides
SR&ED Application & Documentation Guide
Playbook for tracking software development hours and claiming CRA R&D credits.
How to Apply for IRAP Funding Guide
Best practices for contacting ITAs and building project milestones.
Funding Eligibility Estimator
Calculate potential matching grants and tax credits for your business profile.
Non-Dilutive Funding Advisory
FSI Digital provides pre-qualification reviews to help SaaS, ML, and industrial ventures match programs. We do not charge upfront application fees; all work is handled by experienced specialists.