Why flare stacks resist easy answers A flare stack is not a static object. Flame shape, color, and behavior shift constantly, driven by pressure swings, gas composition, wind, and temperature. That variability is what makes monitoring difficult. Traditional threshold-based systems … Read More
Anomaly detection
Denver Breach Exposes Airport AI Security Gaps
On the evening of May 8, 2026, a serious incident involving Frontier Flight 4345 occurred at Denver International Airport after a person reportedly breached the airport perimeter and accessed the runway area. We extend our deepest condolences to everyone affected, … Read More
Workflow Monitor for Operations
A workflow monitor is essential for managing complex processes in modern organizations. Supported by intelligent workflow automation, it enables real-time monitoring, helping teams maintain procedural compliance and achieve strong operational efficiency. Without these capabilities, delays, errors, and compliance risks can … Read More
AI safety in autonomous driving systems
Safety debates around autonomous driving often drift into broad claims about whether AI can be trusted. That framing misses the real engineering issue. In practice, many failures come from limits in perception, edge case handling, and system design under degraded … Read More
Multimodal Learning for Medical Images
Positioning in the research landscape Automated medical image analysis is increasingly used in clinical practice, particularly for volumetric CT scans and whole-slide images (WSI). For such large and complex data, model predictions must be accurate and interpretable. Earlier research published … Read More
AI-Powered Working Zone Management
Understanding Challenges on Worksites Worksell managers and team leads often face difficulty in monitoring activity across multiple work zones. Without clear visibility, tasks can fall behind, and productivity declines. Standard tracking methods, such as manual reporting or sporadic check-ins, fail … 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
Using AI to Improve Airport Safety
Introduction Airports are complex environments where passengers, vehicles, and ground crews operate simultaneously. Ensuring physical safety monitoring and effective risk prevention is essential to reliable operations. Traditionally, CCTV video analytics and standard camera systems were used mainly for observation and … Read More
AI Video Analytics for Construction Site Safety
Introduction Construction sites are high-risk environments where accidents can happen in seconds. For years, CCTV systems were used mainly to review incidents after they occurred. Yet injuries remain common – around 50,000 construction workers suffer non-fatal injuries each year in … Read More
Froth Flotation Finally Turned Into Data
The Logic Translating video into process metrics. The surface of a flotation bank provides key indicators of air rate, reagent regime, and hydrodynamics. Computer vision transforms these pixel-based cues into actionable numbers, ensuring continuous and deterministic monitoring without the need … Read More