This article explains how predictive analytics is transforming modern education systems by enabling early intervention, improving student engagement, and supporting smarter academic and operational decisions. It highlights how data-driven insights help institutions move from reactive management to proactive planning, ultimately enhancing learning outcomes, retention, and long-term institutional performance.