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AI & Computer Vision

How AI and computer vision are reshaping physical security detection.

A Closely dome camera detecting a person vaping in a restroom, with a real-time SMOKE / VAPE DETECTED alert showing 92% confidence, camera location, time and evidence clip
AI & Computer Vision15 min

Vape and Smoke Detection: How AI Cameras Are Catching What Traditional Detectors Miss in 2026

Traditional smoke alarms react to fire. AI camera-based smoke and vape detection catches the problem before it becomes one — with timestamped visual evidence.

July 31, 2026Read more
AI video analytics dashboard with real-time person and vehicle detection, event feed, behavior-analysis trajectories, a foot-traffic heatmap and camera health, watched by an operator
AI & Computer Vision17 min

AI Video Surveillance and Analytics: Turning Security Cameras Into Business Intelligence in 2026

AI video analytics doesn't just detect threats — it turns every camera feed into structured intelligence. Here's how it's changing security operations.

July 28, 2026Read more
LPR camera reading a car's license plate at a residential access gate at night, with an overlay showing plate detected, 98.7% confidence and access granted
AI & Computer Vision17 min

License Plate Recognition Technology: How LPR Is Changing Vehicle Security in 2026

How license plate recognition works, where it adds real value, and what you need to know before deploying it — from parking access to law enforcement.

July 17, 2026Read more
Diagram comparing a DVR analog camera system and an NVR IP camera system, with a laptop showing AI person detection between them
AI & Computer Vision15 min

DVR vs NVR: What's the Difference and How AI Monitoring Works With Both in 2026

What's the difference between a DVR and an NVR, which is better for AI monitoring, and does it matter if you already have both? The complete guide for security operators.

July 15, 2026Read more
Security operator watching a wall of CCTV monitors with AI detection boxes and an access log flagging an unauthorized entry
AI & Computer Vision15 min

IP Camera and PoE Security Systems: The Complete Guide to Connecting Any Camera to AI Monitoring in 2026

You already have the cameras. Here's how to make them intelligent — connecting any IP or PoE security system to AI monitoring without replacing a single device.

July 11, 2026Read more
Facial recognition access reader at a building entrance with an AI monitoring screen flagging a tailgating alert
AI & Computer Vision13 min

AI Access Control Systems: How Intelligent Security Is Redefining Who Gets In

Traditional access control only checks credentials. AI-powered access control checks behavior — and that changes everything for security operations.

July 10, 2026Read more
Wall of CCTV monitors in a security operations center displaying multiple AI-analyzed camera feeds
AI & Computer Vision13 min

Surveillance and CCTV Technologies: What's Actually Working in 2026 (and What's Not)

A practical breakdown of how CCTV surveillance systems, AI video surveillance, and video analytics software are changing security operations — and what to look for.

July 9, 2026Read more
Security operator at a monitoring center surrounded by multiple screens filled with live camera feeds and alerts
AI & Computer Vision6 min

False Alarm Fatigue: Why Security Teams Stop Responding to Alerts

Studies show security teams ignore up to 95% of alerts because most are false positives. The problem isn't alerting — it's alert quality. Here's the real cost of false alarm fatigue and how modern AI detection eliminates it.

May 28, 2026Read more