Annual global capital expenditures are on track to approach $5 trillion by the end of the decade, with sectors such as telecommunications, renewable energy and advanced manufacturing driving the lion’s share of growth. While AI hardware and software remain key components, the majority of this surge reflects traditional infrastructure and facility upgrades across developed and emerging markets.

Jensen Huang predicts AI services will be standardized and accessible to billions within years, creating unprecedented demand for GPU compute and data-center capacity. This trend positions Amazon Web Services to capture higher revenue from expanded cloud workloads, as enterprises and developers integrate AI capabilities into mainstream business processes.