Articles & insights
Explore the questions behind camera-based AI, physical security, and everyday safety.
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A camera network degrades quietly, on a predictable schedule, in ways that leave every status light green. Here is what actually fails, a maintenance cadence that scales past a dozen cameras, and the retrieval…
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The 2026 Section 179 cap is $2,560,000 and bonus depreciation is back at 100 percent. What that means for a business buying a security system.
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Crowd density monitoring has a translation problem before it has a technology problem. The two professions that care most about how tightly a crowd is packed do not use the same units, and they…
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Rail yard security cameras record theft and trespassing but rarely detect it. The 2025 FRA and AAR numbers, seven zones, and what AI adds on existing cameras.
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On March 31, 2027, ONVIF stops accepting product conformance submissions for Profile S, the profile that has defined basic video streaming across most of the installed base for a decade. If you are weighing…
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3:45 a.m. 4:09 a.m. Overnight. Those are the timestamps on three of the most destructive marina losses recorded in the United States so far in 2026, and they are the most useful thing a…
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Security camera placement changed in October 2025 when IEC 62676-4 doubled the pixel density needed to identify a person. See the new coverage math.
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The pitch for cloud video surveillance is that it modernizes your security. The reality is narrower, and more useful, than the pitch: moving to the cloud changes where your video lives, who can reach…
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US farms hold $312 billion in machinery across 880 million acres, and the cameras watching it mostly just record. Here is what that costs, zone by zone.
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The U.S. Bureau of Labor Statistics counted 470 workplace homicides in 2024, up from 458 the year before, in its Census of Fatal Occupational Injuries released in February 2026. Nearly every one of those…
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FY 2026 HSGP puts $1.064 billion in play. Only State Administrative Agencies apply to FEMA, and at least 80% must pass through to local governments within 45 days.
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In August 2024, federal safety regulators did something the convenience store industry had rarely faced head-on: they cited one of the largest chains in the country for failing to protect a cashier who was…
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Remote video monitoring rents human operators to watch your feeds; AI video analytics puts detection on every camera you own. Compare cost, speed, and coverage.
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On July 1, 2026, Minnesota became the latest state to move daycare security cameras from a nice-to-have into a legal mandate. Statute 142B.68, known as Harvey's Law, requires certain licensed child care centers to…
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Compare license plate recognition with IntelliSee AI detection. Explore Axon Outpost, Lightpost, hotlist alerts, accuracy measures, and existing-camera requirements.
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HOA and gated-community security cameras record crime but rarely stop it. How AI detection on your existing cameras protects residents, no facial recognition.
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Cities are canceling acoustic gunshot detection contracts. Here is what the data shows, and why AI visual weapon detection on existing cameras is the proactive alternative.
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Parking garage security cameras record crime but rarely stop it. Here is how AI video analytics detects loitering, intrusion, falls, and weapons in real time.
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The United States runs more than 148,000 public water systems, and most of them are protected by cameras that cannot tell the difference between a maintenance worker and an intruder cutting through a fence…
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The 24-hour, unstaffed gym model created a security gap passive cameras cannot close. How AI detection adds proactive, privacy-conscious protection to the cameras you already own.
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Camera health monitoring catches offline, frozen, and blocked cameras before an incident exposes the gap, and keeps AI threat detection running on feeds that actually work.
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What Texas school safety law requires in 2026: SB 838 panic alerts, HB 3 armed officers, and how HB 2 doubled the School Safety Allotment to fund AI detection.
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71 percent of security professionals expect a tailgating breach. Here is why access control alone cannot stop it, and how AI video analytics on existing cameras closes the gap.
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How an AI fall detection camera works, step by step: pose estimation, motion analysis, telling a fall from sitting down, privacy, and how it compares to wearables and floor sensors.
A practical next step
Your people. Your cameras. Your response. Talk through what a useful next step could look like.
