As enterprise adoption of generative AI accelerates, a new phase of infrastructure demand is beginning to take shape. According to DIGITIMES’ special report, Accelerating enterprise AI: Hardware advancements and compute architecture transformation, the industry is moving beyond the initial buildout of training capacity and into a stage defined by large-scale deployment—where inference workloads are emerging as the primary driver of compute growth.