Predictive analytics is steadily transforming domains by providing invaluable predictive power. By leveraging past data and advanced models, businesses can forecast future trends, improve decision-making, and achieve a competitive edge. The applications of predictive analytics are broad, ranging from customer behavior analysis to threat management