Development Pipeline tracks active building permits, satellite-detected construction activity, land cover changes, and opportunity zone designations. This signal group reveals where physical transformation is happening and where new supply is coming online.
The development pipeline directly impacts CRE supply/demand dynamics. Heavy construction activity can signal both opportunity (area improvement) and risk (new competitive supply). Opportunity zone designation attracts capital flows. Understanding the pipeline helps investors time entries and exits.
Number of active building permits within the trade area.
Permit count from municipal open data portals. Higher volume = more development activity.
Total estimated construction value of active permits.
Sum of estimated_cost from building permits. Higher value = larger-scale development.
Satellite-detected construction activity based on land cover changes.
Bare earth and vegetation change analysis from satellite imagery. Rapid changes indicate active construction.
Rate of land use transformation from vegetation to built environment.
NDVI delta analysis comparing current vs 6-month-prior satellite imagery.
Whether the location falls within a designated Qualified Opportunity Zone.
Census tract overlay with federal QOZ designations. Binary indicator with score boost.
A Development Pipeline score of 60 means development activity scores 60 out of 100 on our fixed-range scale. High permit values and satellite-confirmed construction are the strongest contributors.