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Construction Job Listings: A Leading Indicator of Urban Growth?
The Epum team explores the potential for tracking construction job listings as a leading indicator for urban growth. We normalized relative labor demand across markets and pair it with spatial development data from satellite imagery to better understand current and emerging growth urban patterns. This analysis focuses on metropolitan statistical areas (MSAs) in the southeastern United States.




Orlando MSA - Urban Growth Forecasting & Market Overview
Is it possible to use AI/ML to predict which parcels of land will be developed into housing within the next few years? This article provides an overview of the Orlando, FL MSA and some of the results in this market from an early version of Epum's first urban growth forecasting model.



!["The Pipeline, Southeast" Newsletter - [New CRE Entitlement Data]](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/asset/file/8fa9d4fc-5fd5-41a1-8643-e810e8152278/Screenshot_2025-05-08_091014.png)
Hendersonville, TN - Entitlement Risk Report
An Entitlement Risk Report for a speculative multi-family housing development to be built in Hendersonville, TN (Nashville MSA). All commercial real estate entitlement data is from the Epum platform which can be accessed at: https://www.epum.com/



A Guide to Quantifying CRE Entitlement Risk (introducing Entitlement Risk Reports)
An overview of how Epum quantifies entitlement risk for commercial real estate development projects across the US. All entitlement data is from the Epum platform which can be accessed at: https://www.epum.com/



"The Pipeline, Southeast" Newsletter - CRE Project Entitlement Data - [week of 6/26/2025]
Recent planning application data (deferred, rejected, and approved CRE projects) and an overview of the 3 fastest growing transit-oriented urban growth corridors across the Southeast! Learn more about recent CRE site plan approvals, rezonings, and more!




![Greensboro, North Carolina - Market Deep Dive [June 18th, 2025]](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/asset/file/d58f002a-2d5d-49e1-ac2b-08d085c82e1c/Epum_Appraisals_LinkedIn_Cover.png)