Predictive analytics harnesses AI to forecast future customer behavior, enabling proactive engagement and resource allocation. Using historical data, purchase patterns, and engagement trends, AI models predict which customers may need support, are likely to convert, or could be at risk of churn. Armed with these insights, businesses can tailor communications, offer timely incentives, or deploy retention strategies before issues arise, resulting in higher satisfaction and increased lifetime value.