Predictive analytics combines historical data and machine learning to foresee trends like sales, churn, and equipment breakdowns. Retailers optimize inventories with 95% or higher accuracy in demand projections. Manufacturers reduce downtime by using predictive maintenance notifications. Financial models evaluate credit risk and fraud in real time. Cloud-based solutions enable advanced analytics to be performed without the need for a data science team.