Glossary
Private inference cloud.
A private inference cloud is an enterprise-controlled model-serving environment that runs AI inference inside the organization’s own cloud, colo, on-prem, neocloud, edge, or hybrid infrastructure.
Why it matters
It differs from a managed model API because the enterprise keeps more control over placement, data boundaries, governance, runtime choice, and economics.
servescale.ai context
servescale.ai uses this concept to explain why enterprise inference needs a private, governed, model-aware, topology-aware, and economics-first control plane.
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