Digital business transformation is forcing IT organizations to reconsider how to ensure infrastructure and application performance. Speed, scale, and complexity brought on by multi-cloud infrastructure and digitization stress traditional rules-based performance monitoring and management. AIOps applies machine learning and advanced analytics techniques to identify patterns in monitoring, service desk, and automation data that is so vast it is otherwise beyond human comprehension