Predictive analytics is the use of historical and current data, statistical methods, and machine learning to forecast what is likely to happen next. In multifamily operations, it can help estimate future occupancy, renewal likelihood, rent performance, maintenance needs, or risk patterns. It does not replace operator judgment; it gives teams an earlier signal so they can act before issues show up in standard reports.