IntelliSee safety intelligence research built from AI detection and physical security analysis
IntelliSee IntelliGence

Strategic research for proactive safety leaders.

Open analysis on AI-powered physical security, detection architecture, compliance, policy, sector risk, and the operational shift from recorded video to verified response.

6Research streams
QATTDHS SAFETY Act context
2026Active policy tracking
FieldDeployment-informed analysis
Latest and Featured

The live IntelliGence library.

Latest briefs, spotlight analysis, discipline filters, article index, and curated reading paths stay powered by the existing Intelligence publishing system.

Current SpotlightLatest briefing
AI-Powered Threat Detection and Workplace Safety: The Definitive 2026 Guide to Proactive Computer Vision Working Technology Briefings
14 min readOpen access

AI-Powered Threat Detection and Workplace Safety: The Definitive 2026 Guide to Proactive Computer Vision

A reference guide for security, risk, and operations leaders evaluating AI-powered threat detection in 2026.

Key Numbers
$1B+Cost of workplace injuries to U.S. businesses every week (Liberty Mutual)
91%Security technology developers focusing R&D investment on AI (SIA, 2026)
2xYoY increase in AI adoption among physical security end users (Genetec, 2026)
Read the Dispatch
The Index

Every dispatch, ordered by date.

Pharmaceutical and Life Sciences: The 2026 AI Physical Security Sector Playbook for Drug Diversion Prevention, Controlled Substance Compliance, and IP ProtectionSector PlaybooksPharmaceutical and Life Sciences: The 2026 AI Physical Security Sector Playbook for Drug Diversion Prevention, Controlled Substance Compliance, and IP ProtectionPharmaceutical Crime Is Accelerating: Three Numbers Every Pharma Security Director Needs to Know 7,152 Confirmed pharmaceutical crime incidents globally in 2025, including counterfeiting, major theft, and illegal diversion -- an 11% increase over 2024...Dispatch No. 49Open accessRead dispatch Energy, Oil, and Gas: The 2026 AI Physical Security Sector PlaybookSector PlaybooksEnergy, Oil, and Gas: The 2026 AI Physical Security Sector PlaybookThe Energy Sector's Security Gap: Three Threat Environments, One Accelerating Compliance Wave 7x Higher fatal injury rate in oil and gas extraction vs. the U.S. all-industry average (BLS/CDC NIOSH Census of Fatal Occupational Injuries)...Dispatch No. 50Open accessRead dispatch 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 ResponseAgentic AIThe 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 ResponseThe 2026 technical reference on the agentic action layer for physical security: Model Context Protocol, the four tool-surface categories, the five-step engineering pipeline, and the autonomy-budget framework for scoping agent permissions.Dispatch No. 5117 min readRead dispatch Banks, Credit Unions, and Financial Services: The 2026 AI Physical Security Sector Playbook for Branch Operations, ATM Protection, and After-Hours IntrusionSector PlaybooksBanks, Credit Unions, and Financial Services: The 2026 AI Physical Security Sector Playbook for Branch Operations, ATM Protection, and After-Hours IntrusionBank robbery has fallen to a 30-year low, but ATM ram raids, jugging, perimeter intrusion, and deepfake social engineering expanded the threat surface. A nine-scenario sector playbook for banking security committees.Dispatch No. 5216 min readRead dispatch Detection-to-Lockdown Architecture: A Technology Briefing on Integrating AI Gun Detection With Access Control, Mass Notification, and PSAP Dispatch to Close the Pre-Attack Action GapIntelliSee IntelligenceDetection-to-Lockdown Architecture: A Technology Briefing on Integrating AI Gun Detection With Access Control, Mass Notification, and PSAP Dispatch to Close the Pre-Attack Action GapA primary-source-grounded technology briefing on the integration architecture that turns AI gun detection into a faster lockdown. Covers the four-component latency model, the verification gate, access-control and mass-notification destinations, NFPA 3000 / NFPA 72...Dispatch No. 5317 min readRead dispatch Retrofit Architecture for AI Physical Security: A Technology Briefing on VMS Integration, ONVIF/RTSP Standards, NVR Compatibility, Latency Budgets, and the Decision Between Add-On Inference and Rip-and-ReplaceTechnology BriefingsRetrofit Architecture for AI Physical Security: A Technology Briefing on VMS Integration, ONVIF/RTSP Standards, NVR Compatibility, Latency Budgets, and the Decision Between Add-On Inference and Rip-and-ReplaceA primary-source-grounded technology briefing on adding AI inference to existing camera fleets. Walks the standards layer (ONVIF, RTSP, H.265), the five integration patterns that dominate 2026 deployments, the latency budget math, and the procurement...Dispatch No. 5416 min readRead dispatch Data Centers and AI Computing Infrastructure: The 2026 Physical Security Sector Playbook for Facility Operations, Security Directors, and Risk OfficersSector PlaybooksData Centers and AI Computing Infrastructure: The 2026 Physical Security Sector Playbook for Facility Operations, Security Directors, and Risk OfficersData centers powering the AI economy face an escalating convergence of physical and cyber threats. This sector playbook delivers a five-zone AI detection framework, SOC 2 Type II alignment, NERC CIP compliance guidance, and...Dispatch No. 5514 min readRead dispatch Edge vs. Cloud AI Inference in Physical Security: A Technology Briefing on Where the Model Runs, Latency Reality, Privacy Architecture, and Hybrid Patterns Reshaping Buyer EvaluationTechnology BriefingsEdge vs. Cloud AI Inference in Physical Security: A Technology Briefing on Where the Model Runs, Latency Reality, Privacy Architecture, and Hybrid Patterns Reshaping Buyer EvaluationWhere the AI model runs is now the most consequential procurement question in physical security. This technology briefing walks the latency math, regulatory implications, and four hybrid edge-cloud architecture patterns shaping how buyers evaluate...Dispatch No. 5614 min readRead dispatch Houses of Worship and Faith Communities: The 2026 AI Physical Security Sector PlaybookSector PlaybooksHouses of Worship and Faith Communities: The 2026 AI Physical Security Sector PlaybookThe FBI documented 2,783 religion-based hate crime incidents in 2024, a 5.1% increase year-over-year. FEMA's FY2025 Nonprofit Security Grant Program has $400 million available with awards up to $200,000 per site. This playbook delivers...Dispatch No. 5715 min readRead dispatch Loitering as a Threat Signal: What AI Behavioral Detection Can and Cannot See in the Pre-Attack WindowThreat IntelligenceLoitering as a Threat Signal: What AI Behavioral Detection Can and Cannot See in the Pre-Attack WindowA 2026 NCTC/DHS/FBI joint assessment found preoperational surveillance in 31.5% of documented attack plots. This report examines what AI loitering and behavioral detection can identify in the pre-attack window, what it cannot see, and...Dispatch No. 5812 min readRead dispatch Insider Threat and Former-Employee Violence: A Threat Intelligence Briefing on Workplace Attacks by Trusted Individuals, Pre-Incident Indicators, and the Detection Architecture That Closes the Familiar-Face GapIntelliSee IntelligenceInsider Threat and Former-Employee Violence: A Threat Intelligence Briefing on Workplace Attacks by Trusted Individuals, Pre-Incident Indicators, and the Detection Architecture That Closes the Familiar-Face GapRoughly one in five workplace homicide victims is killed by a current employee, former employee, or domestic intimate of an employee. The detection architecture for insider threat differs fundamentally from perimeter-centric models. A threat...Dispatch No. 5916 min readRead dispatch Commercial Real Estate and Office Buildings: The 2026 AI Physical Security Sector PlaybookSector PlaybooksCommercial Real Estate and Office Buildings: The 2026 AI Physical Security Sector PlaybookThree numbers that define the commercial real estate security inflection point in 2026 470 Workplace homicides recorded in 2024, up from 458 in 2023, reversing a multi-year decline (BLS Census of Fatal Occupational Injuries)...Dispatch No. 60Open accessRead dispatch
The Research Desk

Research should clarify the next decision.

Our library stays open access so security, risk, and operations leaders can evaluate the evidence before they evaluate a platform.

Talk with an Intelligence Advisor
Editorial Methodology

A research practice, not a content calendar.

Every dispatch is grounded in current standards, field-tested deployment patterns, primary-source research, and clear limits. The goal is not volume. The goal is better physical security decisions.

CitePrimary sources
TestField frameworks
NameKnown limits
Security camera monitoring used to evaluate proactive safety strategy

Have a specific environment to evaluate?

Share the risk profile, camera footprint, and response workflow. We will help translate the research into a practical detection plan.