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Shadow AI Discovery: Visibility, Governance, and Risk

🔍 Employees are driving AI adoption from the ground up, often using unsanctioned tools and personal accounts that bypass corporate controls. Harmonic Security found that 45.4% of sensitive AI interactions come from personal email, underscoring a growing Shadow AI Economy. Rather than broad blocking, security and governance teams should prioritize continuous discovery and an AI asset inventory to apply role- and data-sensitive controls that protect sensitive workflows while enabling productivity.