VendorsCloud Security Alliance (CSA) & Token Security
Cloud Security Alliance (CSA) & Token Security
Cybersecurity reports and statistics published by Cloud Security Alliance (CSA) & Token Security
8 categories1 reports
Research Reports
Reports and publications from Cloud Security Alliance (CSA) & Token Security
Recent Statistics & Reports
43% of enterprises report operational disruption from AI agent-related incidents.
5/27/2026•
Operational RiskAI Agent IncidentsEnterprise
29% of enterprises prioritize risk management, 28% prioritize monitoring, and 19% prioritize permission control for AI agents.
5/27/2026•
Risk ManagementMonitoringAccess Control
41% of enterprises say discovery of unknown AI agents happened multiple times in the past year.
5/27/2026•
Shadow AIAI AgentsEnterprise
47% of unknown AI agents emerge in LLM platforms, including custom tools, assistants, and plugins.
5/27/2026•
LLM PlatformsAI AgentsShadow AI
82% of enterprises have unknown AI agents running in their IT infrastructure.
5/27/2026•
Unknown AI AgentsVisibilityEnterprise
65% of enterprises have experienced at least one AI agent-related incident in the past 12 months.
5/27/2026•
AI Agent SecurityIncident ResponseEnterprise
Only 21% of enterprises have formal decommissioning processes for AI agents.
5/27/2026•
Lifecycle ManagementGovernanceAI Agents
No organizations reported experiencing zero material business impact from AI agent-related incidents.
5/27/2026•
Business ImpactAI IncidentsAI Agent Incident
40% of unknown AI agents emerge in SaaS tools with built-in automation.
5/27/2026•
SaaSAutomationAI Agents
13% of enterprises report fully autonomous AI agent models.
5/27/2026•
AI AutonomyAI AgentsEnterprise
38% of enterprises require human approval when AI agents exceed their scope.
5/27/2026•
GovernanceHuman AuthorizationAI Agents
24% of enterprises require actions that exceed an agent's scope to be logged.
5/27/2026•
MonitoringAudit LoggingAI Agents
53% of enterprises use human authorization as a primary signal for governing AI agent behavior.
5/27/2026•
Human AuthorizationGovernanceAI Agents
79% of enterprises say context-aware controls will be important or very important in the next two years.
5/27/2026•
Context-Aware ControlsFuture PrioritiesGovernance
61% of enterprises report data exposure from AI agent-related incidents.
5/27/2026•
Data ExposureAI Agent IncidentsEnterprise
51% of unknown AI agents emerge in internal automation or scripting environments.
5/27/2026•
Unknown AI AgentsInternal Automation EnvironmentInternal Scripting Environment
35% of enterprises report financial losses from AI agent-related incidents.
5/27/2026•
Financial LossAI Agent IncidentsEnterprise
68% of enterprises report high confidence in their visibility into AI agents.
5/27/2026•
VisibilityAI GovernanceAI Agent Visibility
82% of enterprises have discovered previously unknown AI agents in the past year.
5/27/2026•
Shadow AIAI AgentsAI Agent Visibility
40% of unknown AI agents emerge in developer-created workflows.
5/27/2026•
Developer ToolsAI AgentsAI Agent Visibility
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