← Use cases

Cities
Evidence-based urban intelligence for infrastructure decisions.

Heat vulnerability mapping, service distribution analysis, climate risk modeling — presented in formats city staff can act on without engineering support.

Example analyses

→Urban heat island vulnerability index by neighborhood
→311 service request equity mapping
→Tree canopy gap analysis for green infrastructure
→Flood risk overlay with demographic scoring
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