Dell executives highlight the rising expense of artificial intelligence (AI). Enterprises are now exploring hybrid AI, using local processing on AI PCs for smaller tasks and the cloud for complex ones. This approach aims to reduce costs and improve responsiveness. Dell believes this shift will redefine enterprise computing and AI infrastructure support.

Enterprise infrastructure is shifting as Dell expands AI, cloud and virtualization partnerships with Nvidia, Nutanix, AMD and Microsoft for hybrid AI ops.

Dell Technologies World 2026 keynote: why time to token and cost per token are now the essential metrics for enterprise AI infrastructure decisions.