In the dynamic realm of IT, problems are an inevitable part of the landscape. Robust resolution mechanisms are essential to mitigate these incidents swiftly and efficiently. Effective IT helpdesk plays a crucial part in maintaining system uptime. A well-structured framework for troubleshooting should encompass predictive measures, alongside respon