BLOG
Blog & Articles
Insights, analysis, and thought leadership on AI-powered safety, computer vision security, and proactive threat detection.
Article
The Agentic SOC Workforce: How Autonomous Triage Is Redesigning the Security Guard and Operator Role
The security guard is the most common protective job in America and the most quietly automated. In May 2025, the U.S. Bureau of Labor Statistics counted 1,283,470 people working as security guards and gambling surveillance officers, earning a median annual wage of $47,130 — a workforce larger than the entire U.S. Army active-duty force, distributed […]
Report
How to Evaluate Agentic Physical Security AI: The 2026 Briefing on Agent Hijacking, Red-Team Evals, and Continuous Evaluation
Before an autonomous security agent is allowed to act, three numbers decide whether it is ready. 629 Security test cases in AgentDojo, the reference open-source benchmark for evaluating whether an AI agent can be hijacked while doing real work Debenedetti et al., ETH Zurich, arXiv:2406.13352 (2024) 10 Critical risk classes in the OWASP Top 10 […]
Report
Multi-Agent Orchestration for Physical Security: The 2026 Agentic AI Briefing on the Coordination Layer, Agent Handoff, Shared World-State, and the Supervisor Pattern Between Detection and Response
Coordinating Autonomous Security Agents: The 2026 Evidence Base 86.7% Peak Failure Rate Observed Across Multi-Agent LLM Systems in the First Systematic Taxonomy of How They Break Cemri et al., "Why Do Multi-Agent LLM Systems Fail?", UC Berkeley (arXiv:2503.13657) 36.9% Share of Multi-Agent Failures Caused by Inter-Agent Misalignment: Lost Handoffs, Conflicting Outputs, and Communication Breakdown MAST […]
Report
Agentic AI Liability in Physical Security: The 2026 Briefing on Who Carries the Risk When the System Acts, the State-Law Whiplash, and the Risk Allocation Architecture for Autonomous Response
Agentic physical security AI crossed a threshold in 2026: the systems act, and the law that governs what happens when they act is being rewritten in real time. Three numbers frame the liability reality every deployer now operates inside. 0 days Days Colorado's first-in-the-nation AI Act was enforced before its May 2026 repeal and replacement […]
Report
Human-in-the-Loop AI Security: The 2026 Framework for Trust Calibration, Alert Fatigue, and the Verification Layer Between AI Detection and Response
Human Oversight of Agentic Security AI: The 2026 Evidence Base 85-99% Of Alarm Signals in High-Volume Monitoring Environments Require No Intervention, the Documented Driver of Alert Desensitization The Joint Commission, Sentinel Event Alert 50 ~50% Real-Time Target Detection Rate Documented for Human CCTV Operators in Peer-Reviewed Vigilance Research Applied Ergonomics, CCTV Vigilance Studies 80 Deaths […]
Report
The Agentic Action Layer for Physical Security: A 2026 Technical Reference on Model Context Protocol, Tool Calling, and the Engineering Patterns That Connect AI Reasoning to Real-World Response
The agentic action layer is where AI physical security delivers operational value or fails publicly. Three numbers define the 2026 engineering reality. 10,000+ Active public Model Context Protocol servers documented in the MCP ecosystem at the protocol's one-year mark, with roughly 97 million monthly SDK downloads (Model Context Protocol Project, November 2025). 6 of 12 […]
Report
The Agentic AI Safety Case for Physical Security: A 2026 Framework for Evaluating Autonomy Tiers, Failure Modes, and Operational Guardrails
The agentic AI safety case for physical security has shifted from a research conversation to a procurement requirement. Three numbers define the 2026 buying environment. 12 Distinct risk categories the NIST Generative AI Profile (NIST-AI-600-1) requires organizations to evaluate before deploying generative or agentic AI systems (NIST, July 2024). Aug 2026 EU AI Act Article […]
Report
The Agentic Security Operations Center: An Architecture Reference
A seven-layer reference architecture for agentic security operations, mapped to NIST AI RMF, CSA AAGATE, MITRE ATLAS v5.1.0, and ISO/IEC 42001. Includes the human-in-the-loop checkpoint taxonomy, integration protocols, failure-mode design, and a procurement and audit checklist.
Report
Autonomous Security: How Agentic AI Is Replacing Alert-First Architectures
The shift from alert-first to autonomous AI security is accelerating. This report analyzes what happens when AI systems move from generating alerts to orchestrating response, and what it means for SOC staffing models and vendor evaluation.
Ready to See More
Turn Your Cameras Into Proactive Protectors
IntelliSee layers real-time AI detection onto your existing surveillance cameras. No hardware replacement required.
Request a Demo