Hyperscalers absorb responsibility for capacity planning, hardware refreshes, baseline security controls, and availability at scale, reducing operational risk while improving financial flexibility. FinOps practices emerge not to reduce spend outright, but to make cloud costs more transparent and governable. These days, this comes in the form of access to AI infrastructure without the same supply chain challenges. Improve reliability, resilience, and global reach of core systems.