Salient CompleteView Enhanced Search: On-Premise vs. Cloud AI Video Search

Salient’s 2026 CompleteView update adds object-attribute search. Here’s what it delivers, its architectural limits vs. cloud AI search, and when each approach fits.
AI Video Search in 2026: What Works, What Doesn’t, and How to Evaluate It

AI video search has evolved from premium add-on to standard expectation. Here’s an honest assessment of where the technology actually is, what works reliably, and what questions buyers should ask.
Hanwha’s Autonomous AI Surveillance Agents: What They Do and What Buyers Should Know

Hanwha Vision announced AI agent workflows for Wisenet WAVE in 2026. Here’s what autonomous AI surveillance means, how it works, and what buyers should evaluate before deploying.
Axis Camera Station Pro Natural Language Search: What It Signals for AI Surveillance

Axis Camera Station Pro added natural language video search in 2026. Here’s what the technology does, its architectural limitations, and what it means for buyers evaluating AI search options.
AI Video Surveillance Governance: Data Policies, Access Controls, and Compliance Before You Deploy

The moment your surveillance system can identify a person, track behavioral patterns across a facility, analyze who enters which area at which time, or surface behavioral anomalies from an entire shift’s worth of footage — you are no longer operating a camera system. You are operating an AI data processing system that happens to use […]
Warehouse AI Video Analytics: Safety Monitoring, Loss Prevention, and Operational Intelligence

In a 300,000 sq ft distribution center with 35 cameras and an NVR in the equipment room, your surveillance infrastructure is generating footage no one has time to watch — and surfacing zero insights about the operational risks accumulating in real time. Forklift incidents. PPE non-compliance. Unauthorized dock access. Inventory shrinkage at loading bays. Workflow […]
Operational Intelligence From Surveillance: Beyond Security to Business Analytics | Ifovea

For most of their history, security cameras did one thing: record footage that someone would review after an incident. The footage was evidence – valuable aft
AI Forensic Video Search: How to Investigate Surveillance Incidents in Minutes

Forensic video analysis – the process of reviewing surveillance footage to establish facts about a specific event – is one of the most time-intensive tasks in
Retail Foot Traffic Analytics: From Data to Decisions

Retail foot traffic analytics turns the cameras you already have into a business intelligence engine. Instead of footage that sits on a hard drive and gets re
Object Detection vs. Motion Detection: Why AI Eliminates False Alarms

Motion detection has been the default alert system for security cameras for decades. It works by detecting changes in pixels between frames – if enough pixels