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Research for the people shaping safer spaces. Explore the technology, policy, and operational questions behind proactive safety.
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The signals changing physical safety.
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106 matching resources
Agentic AI
How autonomous triage is restructuring the security guard and SOC operator role, and why certification and governance haven't caught up to the technology.
Sector Playbooks
How AI computer vision closes the after-hours detection gap that unmanned, remotely managed self-storage creates, without facial recognition, stored video, or a guard on site.
Market Analysis
The security systems integrator channel is consolidating faster than at any point in its history, running out of technicians while demand accelerates, and pivoting from hardware projects to software-led recurring revenue. Three numbers frame…
Threat Intelligence
Federal fatality data concentrates workplace homicide in extended-hours retail and service work. This briefing defines the robbery-shooting threat surface, the OSHA General Duty Clause enforcement record, and the response gap that separates deterrence from…
Agentic AI
A technical reference on agent hijacking, red-team evals, and the four-layer continuous-evaluation stack for validating an autonomous physical security agent before and after it is allowed to act.
Market Analysis
How the false-alarm economics of reactive alarm monitoring, a guard-labor market that will not cooperate, and the fast-growing remote video segment are pushing buyers from unverified signals toward AI-verified detection, and the four-model framework…
Sector Playbooks
How port authorities, terminal operators, and Facility Security Officers close the gap between the Facility Security Plan and the fence line with AI detection.
ROI Frameworks
NRF says shoplifting incidents rose 18 percent in 2024. The FBI's own two crime-reporting systems disagree by 93 percentage points on the same underlying trend. A primary-source economic model for loss-prevention leaders who need…
Technology Briefings
A technology briefing on video image smoke and flame detection, the transport physics that delay ceiling sensors, NFPA 72 and FM 3232 recognition, and where camera-based AI fits alongside code-required fire alarm systems.
Standards & Compliance
When security camera footage becomes protected health information: the enforcement record, the pending Security Rule overhaul, and the architectural test AI video analytics must pass in clinical environments
Intelligence
Why Multi-Tenant Common Areas Are Physical Security's Most Overlooked Liability Gap
Sector Playbooks
A primary-source sector playbook for inpatient psychiatric units, crisis stabilization centers, and residential treatment facilities: the BLS violence data, the bed-shortage crisis, the Joint Commission ligature-risk and restraint-seclusion standards, and where AI detection fits…
Threat Intelligence
A primary-source analysis of why acoustic gunshot detection and AI visual gun detection answer different questions, what the Chicago and New York audits revealed about field confirmation, and how the post-shot/pre-shot divide should drive…
Market Analysis
A 2026 Market Analysis of the modality buying decision: where walk-through screening and AI video weapon detection each fit, what they cost to run, and what the federal record now says.
Technology Briefings
A cell phone in a no-phone zone is one of the hardest small-object problems in computer vision. A technical reference on device detection, the pose-and-gaze fusion that separates use from presence, the line between…
Agentic AI
Why the coordination layer, not the detection model, decides whether agentic security works: a research-grounded framework for agent handoff, shared world-state, and the supervisor pattern between detection and response.
Threat Intelligence
Why marketed fall-detection accuracy collapses on a real camera, how the false-positive paradox turns 99% specificity into an alarm nuisance, and the four-question evaluation framework that predicts whether staff still trust the system at…
Threat Intelligence
How tailgating and piggybacking defeat the credential layer, what NIST PE-3(8) already requires, and the AI badge-to-body reconciliation layer that turns an unaccounted-for entry into a real-time alert.
Standards & Compliance
California is converting SB 553 from a statute employers interpret into an enforceable Cal/OSHA Title 8 standard. What the April 2026 discussion draft changes, the recordkeeping that decides citations, and where documented detection controls…
Sector Playbooks
The emergency department is where hospital violence, falls, and behavioral-health boarding converge on the same patients in the same hallways. This sector playbook maps the ED security environment and shows where AI detection on…
Technology Briefings
How computer vision follows a subject across a camera network, the benchmarks that measure it, and why appearance-based re-identification sits on the privacy-safe side of the biometric line.
ROI Frameworks
Medicare stopped paying for the added cost of an in-hospital fall in 2008. This framework shows hospital CFOs and risk leaders why the long-lie interval, not fall probability, is the variable that moves the…
Standards & Compliance
The first federal statute to fold the physical security of AI/ML into defense procurement, routed through DFARS and CMMC, and what it means for physical security AI buyers and vendors.
Standards & Compliance
How the House-passed Combating Organized Retail Crime Act creates a federal aggregation offense and a coordination center, and why a federal ORC case turns on the time-stamped detection record built at the camera and…
How to use it
Start with threat intelligence and the signals that matter to your environment.
ExploreExplore architecture, camera coverage, alert routing, and the practical limits of detection.
ExploreBring operating needs, funding, and your response process into the same discussion.
ExploreThe editorial standard
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