Shadow AI Outpaces Strategy: The Curious Curve of Enterprise Adoption

ingliguori · x · 2026-08-12

The author outlines the typical curve of enterprise AI adoption: starting with security-driven resistance, moving to ubiquitous shadow AI usage by employees, and finally forcing management to react with governance.

The core insight is that banning shadow AI is often ineffective. The smart move for enterprises is to make the secure, compliant path easier and more frictionless to use than the unsafe alternatives.

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