Challenge
Disconnected datasets, slow decisions. The team needed one clear narrative.
Approach
- Unified sources into a tidy geocoded model.
- Designed KPIs for accessibility, air quality, density.
- Built a scroll-telling web map to explore scenarios.
Outcome
A shared language used in pitches and planning. Faster decisions, less confusion.
