Predictive analytics plays a significant role in business decision-making by analyzing historical data to forecast future outcomes. It involves applying statistical algorithms and machine learning techniques to identify trends, enabling companies to make data-driven decisions. By anticipating market shifts or customer behaviors, businesses can optimize strategies and enhance operational efficiency.