Best Shadow AI Discovery and Governance Alternatives & Competitors in 2026
Top picks: FireTail AI Security - Eliminate Shadow AI, Reco Generative AI Discovery, Grip Security Platform — plus 11 more compared.
Attack SurfaceTop picks: FireTail AI Security - Eliminate Shadow AI, Reco Generative AI Discovery, Grip Security Platform — plus 11 more compared.
Attack SurfaceShadow AI Discovery and Governance is a commercial Shadow IT Discovery tool developed by Knostic. Security professionals most commonly compare it with FireTail AI Security - Eliminate Shadow AI, Reco Generative AI Discovery, Grip Security Platform, JumpCloud Shadow AI Governance, and Axonius SaaS Applications. All 14 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.
A closer look at the 8 most relevant alternatives and competitors to Shadow AI Discovery and Governance, including their key features and shared capabilities.
Detects and inventories unauthorized AI tool usage across browser, code, and cloud.
Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.
SaaS security platform for discovering and managing SaaS identity risks.
Discovers and governs AI tool usage across organizations with policy enforcement
SaaS visibility & risk mgmt platform for shadow IT & app governance
Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations
Discovers and controls unmanaged shadow SaaS apps to reduce data exposure risk.
SaaS discovery tool for MSPs to detect sanctioned & shadow IT apps.
Detects and inventories unauthorized AI tool usage across browser, code, and cloud.
Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.
SaaS security platform for discovering and managing SaaS identity risks.
Discovers and governs AI tool usage across organizations with policy enforcement
SaaS visibility & risk mgmt platform for shadow IT & app governance
Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations
Discovers and controls unmanaged shadow SaaS apps to reduce data exposure risk.
SaaS discovery tool for MSPs to detect sanctioned & shadow IT apps.
SaaS and AI application management platform with visibility and control
SaaS security platform for discovering & governing AI apps & SaaS accounts
Shadow IT detection and management platform with SaaS cost optimization
SaaS identity risk management platform for discovering and securing SaaS apps.
Discovers and manages shadow IT, SaaS, GenAI, and cloud app accounts
SaaS app discovery, lifecycle mgmt, access control & spend optimization platform
Common questions security professionals ask when evaluating alternatives and competitors to Shadow AI Discovery and Governance.
The most popular alternatives to Shadow AI Discovery and Governance include FireTail AI Security - Eliminate Shadow AI, Reco Generative AI Discovery, Grip Security Platform, JumpCloud Shadow AI Governance, and Axonius SaaS Applications. These Shadow IT Discovery tools offer similar capabilities and are frequently compared by security professionals evaluating their options.
