Machine learning enhances customer service by enabling personalization and predictive analytics. Through the analysis of past customer interactions, machine learning algorithms can anticipate user needs and tailor responses accordingly. This technology powers chatbots that provide immediate assistance, improving response times and availability. Additionally, machine learning helps identify common customer issues, allowing businesses to proactively address concerns. By automating repetitive tasks and delivering personalized experiences, organizations can increase customer satisfaction and loyalty.