For years, supply chain organizations approached demand forecasting by looking backward, with historical sales trends, seasonal cycles and prior purchasing behavior forming the foundation for most planning decisions. But in an environment shaped by geopolitical instability, tariffs and volatile consumer demand, many organizations are realizing that the forecasting models of the past simply can’t keep up with the disruptions of today.