The evolving SaaS environment demands a new approach to customer success, and artificial intelligence-driven Application Management Systems (AMS) are driving the charge. These systems utilize machine learning to efficiently identify at-risk users, tailor support, and enhance the end-to-end customer journey. By processing vast amounts of metrics, AM