Predictive Analytics

Predictive analytics can forecast demand, estimate risk, predict churn, identify maintenance needs, or prioritize opportunities. The value depends on reliable data, appropriate modeling, clear business decisions, and monitoring whether predictions remain accurate over time. It is used when teams need models to learn patterns from data and generalize those patterns to new examples rather than relying only on hand-written rules.