Specifically, client enquiries regarding GPUs and AI infrastructure increased nearly fourfold annually from October 2022 through October 2024. Clients are exploring the use of hosted, cloud and on-premise-based options for GPU deployment. In some cases, enterprises will select a “full-stack” AI offering that includes GPU, compute, storage and networking in a bundled package. In other instances, enterprises will select and deploy the pieces, individually selected and integrated. The requirements of AI workloads are different from most existing datacentre workloads.