Traditional IT operations struggle with alert fatigue, reactive incident handling, and unexpected downtime. Manual processes, log analysis, and system monitoring consume L1 teams—yet issues never truly resolve. Ticket sizes grow. P1s become P3s. And the cycle repeats.