AI inventory

Why Clear AI Use-Case Lifecycle Management Is Your Best Risk Defense

Without a clear AI use-case lifecycle—from identification through retirement—organisations risk fragmented governance, hidden risks, and missed control opportunities. Executives and risk managers must demand disciplined visibility and stage-gate controls to keep AI aligned with strategy and risk appetite.

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