Description: Usage analysis automation refers to the implementation of tools and technologies that enable the systematic collection and analysis of data on how systems and processes are used. This approach aims to optimize the efficiency and effectiveness of operations by providing valuable insights into user behavior and system performance. Through automation, organizations can reduce the time and resources needed for manual analysis, allowing for faster, data-driven decision-making. Key features of this automation include the integration of analytics software, real-time data collection, and the automatic generation of reports that highlight patterns and trends. The relevance of usage analysis automation lies in its ability to enhance user experience, identify areas for process improvement, and facilitate adaptation to changing market needs. In an increasingly competitive business environment, having accurate and timely information becomes a key factor for success, making this practice an essential tool for modern data-driven management.