Signal Group

Development Pipeline

5data sources

12%composite weight

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.

CRE Relevance

Why it matters for CRE

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.

Octagon Position

Signal position in the composite

Development Pipeline highlighted — other groups at baseline

Sub-Scores

5 contributing sub-scores

Sub-Score

Description

Methodology

Refresh

Permit Volume

Number of active building permits within the trade area.

Permit count from municipal open data portals. Higher volume = more development activity.

Monthly

Permit Value

Total estimated construction value of active permits.

Sum of estimated_cost from building permits. Higher value = larger-scale development.

Monthly

Construction Activity

Satellite-detected construction activity based on land cover changes.

Bare earth and vegetation change analysis from satellite imagery. Rapid changes indicate active construction.

Monthly

Land Cover Change

Rate of land use transformation from vegetation to built environment.

NDVI delta analysis comparing current vs 6-month-prior satellite imagery.

Monthly

Opportunity Zone

Whether the location falls within a designated Qualified Opportunity Zone.

Census tract overlay with federal QOZ designations. Binary indicator with score boost.

Static

Scoring Methodology

How the score is calculated

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.

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