Hyperscale data centers are driving a sharp increase in electricity demand. Melbourne is positioning itself as a hub for engineering collaboration to solve these system-level constraints. The city aims to coordinate infrastructure and energy disciplines to support scaling compute. This effort focuses on the physical power requirements necessary for sustainable AI growth.