BLOG
Blog & Articles
Insights, analysis, and thought leadership on AI-powered safety, computer vision security, and proactive threat detection.
Article
The Retail Shrink Measurement Gap: A 2026 ROI Framework on Verified Detection Data, the NRF Reporting Gap, and the AI Video Analytics Business Case
Retail Loss Measurement in 2026: The Evidence Base 18% Increase in the Average Number of Shoplifting Incidents Retailers Reported per Year, 2024 vs. 2023 National Retail Federation / Loss Prevention Research Council, The Impact of Retail Theft & Violence 2025 64% Of Retailers Report Less Than Half of Their Store-Related Theft Incidents to Law Enforcement […]
Report
The Reimbursement Cliff of Inpatient Falls: A 2026 ROI Framework on the CMS Non-Payment Rule, the Sentinel-Event Reality, and the Long-Lie Interval That Decides the Cost
test excerpt update
Report
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 Period
Why the capital-budgeting case for AI physical security changed in 2025, before the procurement memo was ever written $2.5M First-year Section 179 expensing limit for 2025, raised from $1M, with security systems an eligible property class IRS Section 179; One Big Beautiful Bill Act (2025) 100% Bonus depreciation restored and made permanent for qualified property […]
Report
Avoided-Incident Attribution for AI Physical Security: A 2026 ROI Framework on the Counterfactual Methodology Boards, Insurers, and Procurement Teams Now Demand
Every AI physical security ROI methodology rests on a counterfactual claim. This briefing assembles the federal evidence hierarchy, the three attribution traps, and the six-input counterfactual decomposition that produces auditable security-AI return claims for boards, insurers, and procurement teams.
Report
Detection-to-Response Latency Economics: A Quantitative ROI Framework for Translating Compressed Seconds Into Loss-Cost Reduction in AI Physical Security
In active assailant incidents in U.S. education settings, the average attack ends in 3 minutes 18 seconds, and the average law-enforcement response arrives at 1 minute 48 seconds. Every second between alert and response is a measurable, monetizable variable. 3:18 Average education-setting active shooter incident duration (FBI, Active Shooter Incidents in the United States in […]
Report
The True Workplace Violence Cost: A Seven-Tier Decomposition for Risk Leaders, CFOs, and Insurance Underwriters
The true workplace violence cost of a single serious incident is rarely the number that ends up in a regulatory filing or a press release. The public-record figure captures direct medical treatment for the injured employee, perhaps a regulatory fine, perhaps a published settlement. The number that lands in the operating P&L is two to […]
Report
The Physical Security Staffing Crisis: An ROI Framework for AI-Augmented Guard Operations
The physical security labor market is broken. The ROI model for fixing it runs through AI. 77% Annual turnover rate in the security guard sector, 2024 (ASIS International / Building Security Services) 162,300 Annual guard-sector job openings projected each year, almost entirely driven by replacement demand (U.S. Bureau of Labor Statistics, Occupational Outlook Handbook) $53.3B […]
Report
Workers’ Compensation Economics and AI Physical Security: How Detection-to-Response Compression Reduces Loss Costs
How detection-to-response compression reduces workers' compensation severity and loss costs. A primary-source-grounded ROI framework for the carrier conversation.
Report
The Four-Variable ROI Framework for AI Physical Security
A CFO-grade economic model for AI physical security investment decisions. Four variables, primary-source benchmarks, and the methodological rules that make the model survive a finance committee review.
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