Shadow AI
Shadow AI is the unsanctioned use of AI tools, models, and systems across an enterprise, adopted by individual employees or teams without formal governance, IT, or security approval.
Why Shadow AI Is So Common
The barriers to using AI are unusually low. Employees can access consumer AI tools through a browser, upload documents to third-party AI services, or connect internal systems to AI APIs without procurement review. Each individual adoption is small. Aggregated across the enterprise, they produce a substantial parallel AI environment operating outside governance.
See how to discover, monitor, and manage shadow AI across the enterprise.
Why Shadow AI Is a Risk
Shadow AI creates exposure that governance cannot see or manage: sensitive data flowing to unvetted AI vendors, employee use of AI tools without appropriate contracts or data protection, compliance obligations attaching to AI uses the organization is not aware of, and security incidents through AI systems that were never approved for enterprise use.
Most enterprises find that shadow AI represents the majority of their actual AI use rather than the exception, especially before an AI asset discovery capability is in place.
Managing Shadow AI
The starting point is discovery. Continuous telemetry across browser, endpoint, network, and identity layers surfaces shadow AI use in a way that periodic audits cannot. From discovery, mature programs move systems into governed status or block them, depending on risk and business need.
How Kovrr Approaches Shadow AI
Kovrr's AI Asset Visibility capability was built to surface shadow AI through connected telemetry, feeding directly into the AI Security and Governance Platform so security and governance teams can act on findings rather than just seeing them.
Related Terms
Full AI Visibility. Full Control. One Connected Platform.
Enterprise AI is expanding faster than most governance programs can track. Kovrr connects every AI signal across browser, endpoint, network, identity, and vendor systems into a single platform so security, governance, and risk teams work from the same evidence.
