In 2018, we put computer vision on an airport ramp with GAT and learned within a month that the model was the easy part. Today, the real challenge is building systems that can operate reliably in complex environments where safety, … Read More
CCTV monitoring
Access Controlled Zone
Executive Perspective Nobody has ever been fired for granting access. That is exactly why your server room badge list is longer than it should be. Manufacturing facilities, logistics hubs, airports, data centers, and corporate campuses all contain areas with different … Read More
AI-Powered Working Zone Management
Understanding Challenges on Worksites By the time a zone falls behind schedule, the reason it fell behind happened two days ago, and nobody wrote it down. Without clear visibility, tasks can fall behind, and productivity declines. Standard tracking methods, such … Read More
Why Privacy in Video Intelligence Matters
Video analytics and computer vision are moving into daily use. Leaders want real-time detection with fewer false alarms. Security teams want anomaly detection that surfaces the one clip that matters. Policymakers want safety without constant surveillance. In February 2026, Chico … Read More
PPE Compliance in Real Time
The Compliance Problem The helmet comes off in the last twenty minutes of the shift, when everyone is tired and the supervisor is already in the office. Workers may remove helmets, skip gloves, leave hair unsecured, or adopt an unsafe … Read More
AI Video Surveillance Security Failures
Ring Flock cancellation In February 2026, Ring and Flock Safety canceled their planned integration for Ring’s Community Requests feature after concluding the work would take “significantly more time and resources than anticipated.” The integration never shipped, and no Ring customer … Read More
Autonomous Mining for Safety and Control
Smarter Mining Operations Every mining safety system is really designed around a single scene, a haul road at night, in dust, with a light vehicle somewhere between two loaded haul trucks. AI video surveillance now provides real-time visibility across complex … Read More
Why Facial Recognition Needs Review
A Retail Misidentification In early 2026, a London shopper was wrongly flagged by a facial recognition system while shopping at Sainsbury’s. Store staff, acting on an alert generated through video surveillance analytics software, asked him to leave the premises. He … Read More
The Rise of AI Video Surveillance in Construction
Three-quarters of construction firms say they use AI. Ask what it actually does on site, and the answers get very quiet. Recent research indicates that 75% of construction organisations now use AI, highlighting the growing role of AI-powered video analytics, … Read More
AI Traffic Cameras in Practice
What Athens put into operation Athens began operational deployment of AI traffic cameras in January 2026. The system detects speeding and red-light violations and routes evidence through an automated chain: detection on video, plate reading, and case assembly. The deployment … Read More