This ensures smoother IT operations and minimizes potential downtime, enhancing general system reliability. Each phase represents a development in the course of higher integration, automation, and sophistication in leveraging AI and analytics to handle IT operations successfully. As organizations advance through these phases, they improve their capability to proactively handle ai for it operations IT...