Hyperscale data centers are driving a step change in electricity demand. To combat this, Melbourne is coordinating engineering and infrastructure disciplines to scale energy systems alongside compute. This effort aims to resolve the immediate system-level constraints facing AI expansion. Practitioners should monitor how this regional collaboration influences future data center power standards.