As generative AI adoption accelerates, AI data centers are becoming one of the fastest-growing sources of electricity demand worldwide. Unlike conventional data centers, however, AI facilities exhibit highly variable power consumption driven by intensive GPU workloads, creating new challenges for grid operators while raising the bar for the reliability of on-site power systems.