Global capital expenditure on enterprise AI infrastructure surged 42% year-over-year in the third quarter, driven by hyperscalers expanding data center capacity. Supply chain bottlenecks in advanced packaging continue to cap immediate deployment rates.
Supply Constraints and Yield Rates
Foundries report near-total utilization of high-bandwidth memory (HBM) packaging lines. Consequently, lead times for flagship accelerator racks extend beyond 36 weeks, forcing enterprises to optimize existing workloads via software quantization.