Use cases

Who uses it.
And for what.

Four primary use case categories — each with domain-specific analysis pipelines and output formats.

🏙

Cities

Evidence-based urban intelligence for infrastructure decisions — heat vulnerability, service equity, climate risk.

→Urban heat island by neighborhood
→311 equity mapping
→Tree canopy gap analysis
→Flood risk scoring
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🌿

Environment

Environmental impact assessment and climate modeling for scientists and consultants needing publication-quality outputs.

→Land surface temperature trends
→NDVI vegetation health
→Environmental impact baselines
→Climate scenario overlays
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🏛

Research

Research acceleration — from hypothesis to publication-quality figure without engineering overhead.

→Geospatial figure generation
→Multi-variable spatial analysis
→Longitudinal satellite studies
→Statistical output with CI
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🏢

Enterprise

Corporate geospatial intelligence for site selection, ESG reporting, and supply chain risk — without a GIS team.

→Multi-factor site selection
→ESG environmental baseline
→Supply chain risk mapping
→Real estate risk scoring
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