The thesis
Territorial decisions need a shared evidence base that separates observed history from modeled interpretation. The workbench keeps public sources, transformations, models and scenarios visibly distinct.
01Historical and district-level aggregate views.
02Source and transformation audit.
03Models exposed as models, not facts.
04Scenario exploration without person-level targeting.