Shadow AI refers to the use of artificial intelligence tools and applications within an organization without official approval, oversight, or knowledge of the IT or security departments. Employees may adopt these tools to increase productivity or streamline tasks, but this unsanctioned usage can introduce significant security, compliance, and data privacy risks. Shadow AI can make it difficult for organizations to monitor data flows, enforce security policies, and ensure regulatory compliance, as these tools often operate outside established governance frameworks.