A neocloud provider is a cloud company focused on GPU-heavy computing and AI workloads, rather than a broad range of general-purpose cloud services. It typically offers access to accelerators, servers, networking, and related infrastructure for training or running AI models.
These providers matter because organizations may depend on them for compute capacity that is costly or difficult to build in-house. Heavy reliance on a specialist can create vendor-continuity and concentration risks: financial pressure, changing service terms, or reduced capacity could disrupt workloads. In practice, customers can reduce exposure by keeping data and model artifacts portable, documenting deployment requirements, protecting credentials, and planning how to move workloads to another provider or environment.