Predictive analytics analyses historical data using statistical models and machine learning to forecast outcomes like demand, churn, or credit risk. Businesses gain foresight allowing smarter staffing, inventory, and campaign planning. These models reduce overstock and underperformance. Accuracy hinges on data quality and model validation.