Research & Evaluation Methodology
How we calculate program complexity, eligibility matching, and benefit ratings for public funding programs.
Evaluating Funding Moats
With thousands of public programs across federal, provincial, and state departments, comparing funding options can be challenging. FSI Digital applies a standard, quantitative evaluation index to every cataloged program to assist companies in prioritizing non-dilutive resources.
Our scoring system translates complex bureaucratic guidelines, funding structures, and audit histories into standardized, actionable scores. This allows founders and financial officers to make objective decisions about which programs are worth the time and capital investment.
Opportunity Discovery Framework
Identifying viable public funding is not just about running web searches. FSI Digital utilizes a hybrid discovery framework that combines:
- Automated Data Scrapers: We run daily crawlers across 120+ federal, provincial, and territorial directories (e.g., NRC, BDC, FedDev, provincial finance portals) to flag new program launches, changes in criteria, or window closures.
- Manual Analyst Curation: Scraped data is reviewed by our research analysts to verify details such as active budget allocations, intake caps, and actual application instructions before being committed to our database.
- Primary Source Linkage: We strictly link every program in our database to its official administrative guidelines, preventing the propagation of outdated third-party descriptions.
Matching Engine & Scoring Metrics
Our matching engine maps a company's profile across six core dimensions to compute eligibility:
- Geographic Match: Regional alignment (province, territory, or national scope).
- Sector Match: Alignment with industry vertical exclusions/priorities (e.g., Software, Clean-tech, Food manufacturing).
- Growth Stage & Employees: Verification against headcount (FTE) caps or corporate age requirements (e.g. CDAP requires at least 1 employee, IRAP targets under 500).
- Financial Baseline: Checks annual revenues and matching capital capability, ensuring you possess the working capital to fund the 20-50% matching requirements.
- Expense Alignment: Evaluates if your planned spends match the program's eligible expenses (e.g. technical wages, export travel, software seats, factory equipment).
Scoring Strength Categorization
Company fits all criteria. Clear expense alignment, no disqualifying elements, and active funding allocations.
Meets core criteria, but has minor compliance barriers or requires specific partner certifications.
Eligible, but program is highly competitive or has complex co-investment rules that impact overall yield.
Database Exclusion Criteria
To keep matching results highly actionable, FSI Digital filters out low-value or obsolete funding options. Programs are excluded from database matching if they meet any of the following:
- Legacy or Sunset Programs: Programs with closed intakes and no legislative budget allocation for the current fiscal year are excluded (e.g., sunset COVID-era relief grants).
- Prohibitive Compliance Overhead: Programs where the compliance cost (e.g., audit fees, reporting requirements) exceeds 30% of the maximum grant value.
- High Rejection/Default Rates: Programs with a history of arbitrary approvals, high default rates, or extreme audit clawback histories.
- Unviable Stacking Restrictions: Programs that forbid stacking with major federal programs and offer less than 15% of the value of those programs.
Stacking Sequence Priority Logic
Maximizing public funding requires an optimized stacking strategy. You cannot simply apply to every program simultaneously. FSI Digital applies a prioritization sequence to prevent "double dipping" rejections and maximize cash flow:
- Priority 1: Wage Grants & Subsidies (e.g., IRAP, CSJ, Co-op Vouchers)
Wage subsidies must be secured before work begins. They provide front-loaded cash flow to offset developers' or interns' salaries (covering up to 50-80% of wages).
- Priority 2: Retroactive Tax Credits (e.g., SR&ED)
At the end of your fiscal year, you claim tax credits on the remaining out-of-pocket development expenses. The matching engine automatically calculates the government “grind” (deducting Priority 1 subsidies from the R&D pool) so you claim only eligible net expenses, keeping claims fully compliant.
- Priority 3: Market Expansion & Export Grants (e.g., CanExport)
Once product development is subsidized, we apply marketing/export grants to co-fund foreign market entry (covering 50% of travel, translations, and advertising costs).
- Priority 4: Government-Backed Debt & Loans (e.g., CSBFP, BDC)
Low-interest or guaranteed debt is structured last to finance capital purchases (equipment, property, facility expansions) that are not covered by Priority 1 or 2 grants.
Core Rating Dimensions
1. Application Difficulty Rating
Metric: Estimated HoursWe evaluate the operational friction and resources required to prepare, submit, and manage the program throughout its life cycle:
Low Barrier
Requires basic corporate details, online form submission, and minimal supporting uploads. High approval speed (e.g. CDAP, hiring vouchers).
Structured Plan
Requires a detailed project timeline, budget breakdown, proof of matching co-investment, and historical financial statements (e.g. CanExport).
High Compliance
Requires academic/commercial peer review, extensive technical proposals, audited statements, and quarterly milestone progress reviews (e.g. IRAP, SIF).
2. Financial Utility Scoring
Formulaic ScoringWe assess the quality of the financial benefit. Non-repayable grants receive the highest weight, followed by refundable tax credits, non-refundable credits, and interest-free loans.
The Financial Utility Score (\(FUS\)) is modeled using a combination of funding type weights and matching ratios:
3. Compliance & Retrospective Audit Risks
Risk MetricFor retroactive incentives (such as Canada's SR&ED), we rate programs based on retrospective claims windows and historical audit frequencies. Programs that require ongoing timesheet tracking and strict scientific proof carry a higher audit risk score. Our checklists provide standard thresholds to ensure claims remain defensible under CRA or departmental audits.
Review Cadence & Editorial Standards
Government funding parameters are highly dynamic. We follow strict standards to keep our database fresh:
- Weekly Monitoring: Automated scrapers and analyst alerts flag changes in intake status, deadline schedules, and budget allocations. You can view our latest changes in the Program Updates Log.
- Quarterly Reconciliation: Active programs are reviewed end-to-end to verify that contact details, funding limits, and application templates match current ministerial guidance.
- Primary-Source-Only Policy: No data point is cataloged from secondary media. We only publish details verified by legislative announcements or direct program guides from administering ministries.
Limitations & Disclaimers
FSI Digital provides research, matching, and application templates to streamline the funding process. However, users must note the following:
- No Approval Guarantees: Funding agencies retain absolute discretion. Matching score does not guarantee acceptance.
- Allocation Caps: Many public grants operate on first-come, first-served structures. A program may close early if regional funding limits are hit, regardless of eligibility.
- Not an Agency: FSI Digital is an independent technology platform and is not affiliated with the Government of Canada, Canada Revenue Agency, or any other department.
- No Legal or Tax Advice: All checklists and templates are provided for informational and planning purposes only. Formal tax filings (like SR&ED schedules) should be reviewed with qualified accounting practitioners.
