Broadcom's Private Cloud Outlook 2026 found that 56% of enterprises are running or planning to run production AI inferencing in private cloud environments. This shift comes as public cloud usage for the same workloads fell from 56% to 41% in a single year, driven by demands for greater control, data sovereignty, and predictable costs.
Enterprise AI production is increasingly moving to private infrastructure, shifting compute demand from hyperscalers to on-premise and co-location providers.