The purpose of this paper is to help customers grasp that AI/ML/DL workloads necessitate a shift in the capabilities of compute resources in order to deliver an IT Transformation that supports the workloads of a digital era. In regards to delivering the automated, scalable, and secure compute for such transformational workloads, where are enterprise customers today, how ready are they to make this transformation, and what are the right technologies, deployments, and partners to help them through this modernization?