
The transition from traditional IT help desks to sophisticated agentic frameworks represents a fundamental reimagining of how digital infrastructure maintains its health and reliability without constant manual oversight. In the previous era, artificial intelligence functioned primarily as a sophisticated suggestion engine, where basic chatbots could identify a problem but lacked the permission or capability to fix it. This required a










