
Predictive analytics has become an essential tool for businesses looking to anticipate customer behaviors, improve marketing campaigns, reduce customer churn, and sharpen demand forecasting. However, despite its potential, many companies struggle to turn sophisticated analytical insights into concrete customer engagement strategies. The disconnect between prediction and execution often results from data silos, fragmented systems, and a lack of real-time action.