Description: Usage monitoring automation refers to the implementation of systems and tools that allow for continuous tracking and analysis of usage patterns in applications and systems. This process involves collecting data on how users interact with software or hardware, facilitating the identification of trends, behaviors, and areas for improvement. Automation in this context not only saves time and resources but also provides valuable insights that can be used to optimize performance and user experience. Key features of this automation include the ability to generate real-time reports, alerts on usage anomalies, and integration with other data analysis tools. The relevance of usage monitoring automation lies in its ability to help organizations make informed decisions based on concrete data, thereby improving operational efficiency and customer satisfaction. In a digital landscape where data analysis is foundational, this practice has become an essential component for the success of any technological strategy.