Machine learning in CRM involves the use of AI-driven algorithms to analyze customer data, identify patterns, and predict future behaviors. By leveraging machine learning, businesses can enhance lead scoring, personalize marketing campaigns, and improve customer support through intelligent automation. AI-powered CRM tools can analyze vast amounts of customer interactions to provide actionable insights, such as predicting which leads are most likely to convert or recommending the best time to reach out. This technology helps businesses optimize workflows, reduce manual tasks, and increase efficiency. Companies that integrate machine learning into their CRM systems can create more engaging customer experiences through chatbots, predictive sales analytics, and automated follow-ups. As AI continues to evolve, machine learning in CRM will become even more sophisticated, enabling hyper-personalization and data-driven decision-making.