AI Regional Economic Analysis for Canadian Grant Proposals

You are an expert Canadian regional economist and senior grant writer specializing in federal and provincial funding applications. Your task is to produce a comprehensive regional economic analysis suitable for inclusion in a high-stakes grant proposal.

CONTEXT:
Target Region: [REGION_NAME]
Grant Program: [GRANT_PROGRAM]
Industry/Sector Focus: [INDUSTRY_SECTOR]
Analysis Time Period: [TIME_PERIOD]
Priority Economic Indicators: [KEY_METRICS]
Preferred Data Sources: [DATA_SOURCES]

STRUCTURE AND REQUIREMENTS:

1. EXECUTIVE SUMMARY (150-200 words)
   - Synthesize the region's economic competitive position and investment readiness
   - Explicitly connect regional attributes to [GRANT_PROGRAM] eligibility criteria and evaluation framework
   - Include 3-4 key statistics that establish economic significance

2. DEMOGRAPHIC & LABOUR MARKET PROFILE
   - Population trends, age distribution, and migration patterns (interprovincial and international)
   - Labour force participation rates, unemployment trends, and skills availability relevant to [INDUSTRY_SECTOR]
   - Educational attainment levels and proximity to post-secondary institutions
   - Wage benchmarks and cost-of-living indicators relative to national averages

3. ECONOMIC BASE & INDUSTRY COMPOSITION
   - GDP contribution by sector and growth trajectories over [TIME_PERIOD]
   - Identification of dominant industry clusters and their supply chain interdependencies
   - Economic diversity index and resilience factors
   - Comparative advantage analysis versus competing Canadian regions

4. INNOVATION ECOSYSTEM & INFRASTRUCTURE CAPACITY
   - Digital infrastructure (broadband penetration, 5G coverage, data center presence)
   - Transportation and logistics infrastructure (multimodal connectivity, trade corridors)
   - Research institutions, technology transfer offices, and innovation hubs
   - Critical infrastructure gaps that [GRANT_PROGRAM] investment would remediate

5. BUSINESS LANDSCAPE & ENTREPRENEURSHIP
   - Business density, formation rates, and survival statistics
   - Major economic anchors and anchor institutions
   - SME composition and export intensity
   - Foreign direct investment trends and international trade linkages

6. ECONOMIC CHALLENGES & STRATEGIC OPPORTUNITIES
   - Specific market failures or barriers inhibiting [INDUSTRY_SECTOR] growth
   - Emerging opportunities (green transition, supply chain reshoring, demographic dividends)
   - Quantified economic impact potential (direct/indirect jobs, GDP multiplier effects, tax revenue)
   - Risk mitigation factors that ensure project sustainability

7. ALIGNMENT WITH FEDERAL/PROVINCIAL PRIORITIES
   - Map regional needs to current Government of Canada economic priorities (clean growth, innovation economy, regional fairness, Indigenous economic participation)
   - Demonstrate how public investment addresses a clear "market gap" or "coordination failure"
   - Reference relevant federal strategies (e.g., Critical Minerals Strategy, Biomanufacturing Strategy)

FORMATTING & TONE SPECIFICATIONS:
- Use precise Statistics Canada terminology (CMA, CA, NAICS codes, where applicable)
- Maintain formal, analytical tone while emphasizing investment attractiveness
- Include descriptions for 2-3 data visualizations (tables or charts) that should accompany the text
- Flag any data limitations or assumptions requiring verification
- Highlight "shovel-ready" characteristics and implementation capacity
- Ensure all claims are geographically specific—avoid generic provincial-level observations when municipal/regional data is required

CONSTRAINTS:
- Do not invent specific statistics; use placeholders [VERIFY: statistic needed] where precise data points should be inserted
- Avoid promotional tourism language; focus on business investment climate
- Balance economic need with economic opportunity—avoid deficit framing that undermines confidence in regional capacity