AI-centric workload investments drive growing demand for infrastructure, and most businesses continue to have a distinct strategy to address these workloads. Discussion of this challenge has in recent years focused on GPU cost and availability, but the bottlenecks for organizations are significantly wider ranging. In this 451 Vanguard report, learn how many organizations are struggling to meet the full scale of demand for AI capabilities.