Utilizing predictive analytics, businesses can forecast customer behavior and identify those who might churn. For instance, using machine learning algorithms, companies can analyze customer data — including purchase history, engagement levels, and customer service interactions — to predict which customers are at risk of leaving. As pointed out in
HubSpot, banks can utilize AI to recognize patterns indicating account inactivity and reach out to those customers with enticing offers before they decide to leave.