Predictive analytics is steadily transforming domains by providing invaluable foresight. By leveraging historical data and advanced algorithms, businesses can project future trends, enhance decision-making, and gain a competitive edge. The implementations of predictive analytics are diverse, ranging from user behavior analysis to threat management