Predictive analytics uses historical data and ML to forecast trends like sales, churn, or equipment failures. Retailers optimize inventory with 95%+ accuracy in demand predictions. Manufacturers reduce downtime via predictive maintenance alerts. Financial models assess credit risk and fraud in real time. Cloud-based tools make advanced analytics accessible without data science teams.