Retrofitting is no longer a technical upgrade, it's a central investment decision. As regulatory pressure and ESG mandates reshape the market, traditional underwriting struggles to keep pace. This article explores how probabilistic modelling and machine learning offer investors a strategic edge, helping them navigate lease constraints, capital timing, and retrofit complexity with greater confidence.