Predictive analytics uses historical data and machine learning models to forecast demand, churn risk, and supply chain disruptions. Teams integrate these forecasts into planning tools, enabling proactive decisions—like adjusting inventory levels or targeting retention offers. This data-first approach shortens reaction times and turns uncertainty into competitive advantage.