Published December 29, 2025
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AIVO STANDARD-ANX-01: AI Visibility & External Representation Risk Analytics
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This annex defines the measurement, governance, and evidentiary requirements for managing External AI Representation Risk. This risk arises when AI-generated claims about an enterprise, its products, services, or practices are unstable, unsupported, misattributed, or misleading, and are subsequently relied upon in enterprise decision-making.
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AI Visibility & External Representation Risk Analytics.pdf
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