On-Prem Private AI Series: VMware Cloud Foundation 9.1 as the Private AI Operating Model

This article analyzes VMware Cloud Foundation 9.1 and VMware Private AI Foundation with NVIDIA as a private AI operating model. It argues that VMware's approach integrates AI into existing private cloud infrastructure rather than creating isolated AI clusters, leveraging existing VMware skills and tools. The article discusses the challenges of enterprise AI, including data proximity, GPU management, and the need for repeatable delivery paths. It highlights the tradeoffs: VCF 9.1 is strong for organizations wanting AI within their current VMware environment, but may not suit those needing purpose-built AI factories. The piece is part of a series comparing private AI solutions, positioning VMware as a baseline for enterprises with established VMware estates.