Executive Summary
In Booz Allen's isolated OT lab, AI models met every objective across eight scenarios and reached an industrial control network from a perimeter compromise in just over 16 minutes.
What Happened
In Booz Allen’s isolated OT lab, AI models met every objective across eight scenarios and reached an industrial control network from a perimeter compromise in just over 16 minutes. The post AI Agents Navigate Unfamiliar OT Systems and Move Equipment in Minutes, Booz Allen Finds appeared first on SecurityWeek .
Vulnerability / Attack Technique
AI agents navigating and operating unfamiliar OT systems
Technical Mechanism
In lab scenarios, models moved from an initial perimeter compromise to an industrial control network and moved equipment, completing all objectives.
AI Security Category
LLM06:2025 Excessive Agency
Part of the AI Agent Excessive Agency topic.
Relevant Frameworks
RealGround Analysis
The result shows how quickly an agent with network access can move from IT into OT. RealGround analysis: OT teams should plan for automated, agent-speed intrusions, and organizations deploying agents should keep them away from OT networks entirely.
Recommended Controls
- Segment OT networks from IT and from any agent-reachable systems
- Monitor for rapid lateral movement toward control networks
- Exclude OT systems from AI agent tool access
Related RealGround Service
AI Agent Business Logic Audit · or start with the free AI Agent Security Scanner.
Sources
securityweek.com: https://www.securityweek.com/ai-agents-navigate-unfamiliar-ot-systems-and-move-equipment-in-minutes-booz-allen-finds/
Summary and analysis written by RealGround from the source above; last updated 2026-10-17.