Unlike traditional methods that primarily focus on reactive problem-solving, AI-ITSM introduces automation, intelligence, and predictive capabilities into IT operations. This shift is especially critical for marketing operations, which rely heavily on smooth technology infrastructure for campaigns, content management, digital platforms, and customer engagement tools. In marketing, timing and precision are everything. A campaign launch delayed due to an IT system crash or a collaboration platform outage can affect brand perception, customer engagement, and revenue.