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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)
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The Index

Every dispatch, ordered by date.

The Colorado AI Act Collapse: The 2026 Standards-Compliance Briefing on the SB 24-205 Repeal, the SB 26-189 ADMT Reset, and Why Physical Security AI Sits Outside the Consequential-Decision PerimeterStandards & ComplianceThe Colorado AI Act Collapse: The 2026 Standards-Compliance Briefing on the SB 24-205 Repeal, the SB 26-189 ADMT Reset, and Why Physical Security AI Sits Outside the Consequential-Decision PerimeterThe first comprehensive US state AI law was repealed before it took effect. A standards-compliance briefing on the SB 24-205 collapse, the SB 26-189 ADMT reset, and why threat detection stays outside the consequential-decision...Dispatch No. 2514 min readRead dispatch Swatting and Hoax Active-Shooter Calls: The 2026 Threat Intelligence Briefing on the Verification Gap, the Campus Hoax Wave, and the Ground-Truth Detection LayerThreat IntelligenceSwatting and Hoax Active-Shooter Calls: The 2026 Threat Intelligence Briefing on the Verification Gap, the Campus Hoax Wave, and the Ground-Truth Detection LayerSwatting turns a fabricated phone call into a real armed response. This 2026 threat intelligence briefing analyzes the verification gap, the fall 2025 campus hoax wave, the federal response, and where AI ground-truth detection...Dispatch No. 2614 min readRead dispatch The Capital-Budgeting Case for AI Physical Security: A 2026 ROI Framework on After-Tax Cost, the OBBBA Depreciation Reset, CapEx vs. OpEx, and Payback PeriodROI FrameworksThe Capital-Budgeting Case for AI Physical Security: A 2026 ROI Framework on After-Tax Cost, the OBBBA Depreciation Reset, CapEx vs. OpEx, and Payback PeriodThe 2025 tax law reset the capital-budgeting math for AI physical security. A ROI framework on after-tax cost, bonus depreciation, Section 179, MACRS, and the payback and NPV numbers a finance committee actually asks...Dispatch No. 2713 min readRead dispatch Negligent Security and Premises Liability: The 2026 Standards-Compliance Briefing on the Foreseeability Test, the 2025 Tort-Reform Wave, and the Detection Record That Decides the VerdictStandards & ComplianceNegligent Security and Premises Liability: The 2026 Standards-Compliance Briefing on the Foreseeability Test, the 2025 Tort-Reform Wave, and the Detection Record That Decides the VerdictNegligent security verdicts turn on whether a crime was foreseeable. This briefing maps the four foreseeability standards, Georgia's 2025 SB 68 reform, and how a property's detection-and-response record decides the case.Dispatch No. 2815 min readRead dispatch Surveillance Footage on Trial: The 2026 Standards-Compliance Briefing on Content Provenance, the Deepfake Authentication Gap, and the Evidentiary Architecture (C2PA, NIST, and Proposed Federal Rule 707) That Decides Whether Your Video Holds UpIntelliSee IntelligenceSurveillance Footage on Trial: The 2026 Standards-Compliance Briefing on Content Provenance, the Deepfake Authentication Gap, and the Evidentiary Architecture (C2PA, NIST, and Proposed Federal Rule 707) That Decides Whether Your Video Holds UpThree numbers define why the integrity of your surveillance footage is now a compliance question, not a technical footnote. 62%of organizations experienced a deepfake-related incident in the prior 12 months (Gartner 2025 AI Risk...Dispatch No. 29Open accessRead dispatch Drone Incursions and Counter-UAS for Physical Security: The 2026 Threat Intelligence Briefing on Airspace Risk, the FAA Fixed-Site Rule, and the AI Detection Layer Between Sensing and MitigationThreat IntelligenceDrone Incursions and Counter-UAS for Physical Security: The 2026 Threat Intelligence Briefing on Airspace Risk, the FAA Fixed-Site Rule, and the AI Detection Layer Between Sensing and MitigationDrone incursions crossed from curiosity to planned-for threat in 2026. This briefing maps the airspace risk, the FAA fixed-site rule, the SAFER SKIES Act, and the detection-versus-mitigation line facility operators must understand.Dispatch No. 3015 min readRead dispatch AI Physical Security Vendor Due Diligence: The 2026 Market Analysis of Financial-Health, Claims-Substantiation, and Platform-Risk Signals Buyers Must Verify Before a Multi-Year ContractMarket AnalysisAI Physical Security Vendor Due Diligence: The 2026 Market Analysis of Financial-Health, Claims-Substantiation, and Platform-Risk Signals Buyers Must Verify Before a Multi-Year ContractThe AI security product usually works; the company selling it sometimes does not. A vendor-neutral market analysis of the financial, claims, platform, and verifiable-signal diligence buyers must run before signing a multi-year contract.Dispatch No. 3115 min readRead dispatch 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 ResponseAgentic AIAgentic 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 ResponseColorado repealed its AI Act before it was ever enforced, the EU deferred high-risk deadlines, and tort law moved anyway. A 2026 reference on who carries liability when agentic security AI acts, and how...Dispatch No. 3217 min readRead dispatch Human-in-the-Loop AI Security: The 2026 Framework for Trust Calibration, Alert Fatigue, and the Verification Layer Between AI Detection and ResponseAgentic AIHuman-in-the-Loop AI Security: The 2026 Framework for Trust Calibration, Alert Fatigue, and the Verification Layer Between AI Detection and ResponseFour decades of human-factors research on vigilance, alarm fatigue, and automation bias, translated into a function-allocation framework and five RFP-ready questions for specifying human oversight of agentic security AI.Dispatch No. 3317 min readRead dispatch Camera Requirements for AI Video Analytics: A 2026 Technology Briefing on the DORI Standard, Johnson Criteria, Pixel Density Math, and the Imaging Variables That Determine Detection PerformanceTechnology BriefingsCamera Requirements for AI Video Analytics: A 2026 Technology Briefing on the DORI Standard, Johnson Criteria, Pixel Density Math, and the Imaging Variables That Determine Detection PerformanceMegapixels do not decide whether AI detection works; pixels on target do. This briefing translates IEC 62676-4, the Johnson criteria, and compression research into a four-pass audit framework for scoring camera estates before deployment.Dispatch No. 3416 min readRead dispatch Vehicle Ramming Attacks: The 2026 Threat Intelligence Briefing on the 27-Attack Global Surge, Hostile Vehicle Mitigation Standards, and the AI Detection Layer Between Bollards and the CrowdThreat IntelligenceVehicle Ramming Attacks: The 2026 Threat Intelligence Briefing on the 27-Attack Global Surge, Hostile Vehicle Mitigation Standards, and the AI Detection Layer Between Bollards and the CrowdVehicle ramming attacks surged worldwide in 2025. This 2026 threat intelligence briefing covers the attacker profile, ASTM F2656 and PAS 68 hostile vehicle mitigation standards, and the AI detection layer that closes the gap...Dispatch No. 3516 min readRead dispatch Casinos, Tribal Gaming, and Commercial Gaming Facilities: The 2026 AI Physical Security Sector Playbook for Security Directors, Surveillance Chiefs, and Risk OfficersSector PlaybooksCasinos, Tribal Gaming, and Commercial Gaming Facilities: The 2026 AI Physical Security Sector Playbook for Security Directors, Surveillance Chiefs, and Risk OfficersGaming properties have the most sophisticated surveillance infrastructure in any private sector — built for fraud detection, not threat response. This 2026 playbook covers the NIGC MICS and NGCB compliance framework, the casino threat...Dispatch No. 3618 min readRead dispatch
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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.

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