Modern enterprises are grappling with increasingly complex IT support landscapes, demanding a more proactive approach to management. Smart IT service management solutions are rapidly emerging as a critical tool to address these challenges. These systems leverage machine learning to optimize workflows, predict potential issues, and customize the use