Leaf & Ledger Insights

Leaf & Ledger Insights

Strategic Insight: Rethinking Underwriting — How Machine Learning is Reshaping CRE Modelling

A New Kind of Risk Requires a New Kind of Model

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Leaf & Ledger
May 27, 2025
∙ Paid

An office tower in a prime European capital may appear fully stabilized until it's seen through the lens of a retrofit schedule, tenant lease rollovers, and impending ESG regulations. Suddenly, its risk profile shifts. With asset stranding looming on the horizon, retrofit feasibility becomes as material as cashflow stability.

This is the underwriting dil…

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