AI Agent Visibility
Cybersecurity statistics about ai agent visibility
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40% of unknown AI agents emerge in SaaS tools with built-in automation.
Cloud Security Alliance (CSA) & Token Security•5/27/2026•
SaaSAutomation
Only 23% of IT and security leaders report full visibility into the AI agents operating in their environments.
Rubrik Zero Labs•5/27/2026•
Agent-Driven Threats
68% of enterprises report high confidence in their visibility into AI agents.
Cloud Security Alliance (CSA) & Token Security•5/27/2026•
VisibilityAI Governance
82% of enterprises have discovered previously unknown AI agents in the past year.
Cloud Security Alliance (CSA) & Token Security•5/27/2026•
Shadow AIAI Agents
40% of unknown AI agents emerge in developer-created workflows.
Cloud Security Alliance (CSA) & Token Security•5/27/2026•
Developer ToolsAI Agents