In this article, we discuss why on-premise infrastructure may be making a comeback, driven by increasingly sophisticated AI-enabled fraud, the economics and data-security requirements of enterprise AI, and growing concern over the long-term implications of quantum computing. We also examine why companies may favor private or hybrid infrastructure for their most sensitive and high-volume workloads.