Use CasesGovern AI OperationsShadow AI Discovery
CRITICALGartner AI TRiSM Shadow AI

Shadow AI Discovery

Shadow AI discovery addresses the growing problem of unauthorized AI tool usage across the enterprise, where employees adopt ChatGPT, Copilot, and other AI services without IT or security team awareness, creating ungoverned data flows and compliance blind spots. Most organizations underestimate the extent of shadow AI, with studies showing that the majority of AI tools in use are not sanctioned or monitored by IT, potentially exposing sensitive data to third-party AI providers. Evaluate vendors on their ability to detect AI service usage through network traffic analysis, browser extension monitoring, SaaS discovery integration, and endpoint agent capabilities. Effective solutions should provide real-time visibility into which AI tools are being used, by whom, what data is being shared, and offer policy enforcement options ranging from alerting to blocking.
CAPABILITIES YOU NEED
AI Security & Defense
Shadow AI Det.Asset Discovery
AI Governance & Compliance
AI Inventory & ClassificationPolicy Lifecycle Mgmt
AI DevSecOps
Dev AI Usage Track
VENDOR RECOMMENDATIONS
Asset Discovery FULLShadow AI Det. FULLPolicy Lifecycle Mgmt FULLAI Inventory & Classification FULL
85%
match
Asset Discovery FULLShadow AI Det. PARTIALPolicy Lifecycle Mgmt PARTIALAI Inventory & Classification PARTIAL
54%
match
Asset Discovery FULLShadow AI Det. FULL
47%
match
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