Local AI Deployment

Local AI deployment refers to running AI models on an organization's own hardware, such as company servers, laptops, or private cloud environments, rather than sending data to a third-party provider's hosted service. For governance teams, this shifts control over where sensitive data goes, how it is logged, and which vendor terms apply, which can simplify some data protection and residency obligations. It also moves responsibility for security patching, model updates, and access controls in-house, so the compliance burden changes rather than disappears.

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