Which AI application is most effective for improving customer retention in subscription-based services?
A.
Autonomous recommendation systems for service upsell
B.
Predictive churn modeling to identify at-risk customers
C.
Image recognition for user profile pictures
D.
Natural language processing for content generation
Correct Answer: B
Explanation:
Predictive churn modeling is an AI application that plays a critical role in improving customer retention in subscription-based services. By analyzing customer behavior, usage patterns, and engagement levels, AI models can identify customers who are likely to cancel their subscriptions. This allows businesses to proactively address these risks through targeted interventions, such as personalized offers or improved customer support. By reducing churn, companies can maintain a steady revenue stream and enhance