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
Computer vision
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
Retail Video Analytics for Checkout Queues
Checkout lines are a store operations problem with a direct impact on revenue. When queues grow, customers may leave without making a purchase. The issue is not only queue length. It is also how quickly the store can detect crowding, … Read More
AI Surveillance Reshapes Space Governance Challenge
The most revealing surveillance story this year is not about model accuracy, but about backlash. In Toronto’s Rosedale, a proposed private camera network framed as a virtual gated community sparked debate over control, data retention, and whether such systems should … 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
AI Medical Diagnosis Assistant
Medical Record Challenges Reviewing medical records is often manual and slow, requiring clinicians to process lab results, imaging studies, and notes. This delays workflows, increases errors, and can affect patient care. AI-powered video analytics and computer vision analytics help streamline … Read More
Real-Time Asset Tracking
Asset tracking has become an essential capability for organizations that rely on equipment, tools, and mobile assets. When teams cannot quickly locate resources, operations slow down, and overall productivity suffers. DXHub→ offers a centralized platform that seamlessly connects physical assets … Read More
How DeepX Is Advancing Industrial AI
AI has moved beyond narrow models built for a single task. Today, the real challenge is building systems that can operate reliably in complex environments where safety, speed, and trust matter every day. That is the space DeepX was built … Read More
Access Controlled Zone
Executive Perspective Modern enterprises operate in environments where physical security directly impacts operational continuity. Manufacturing facilities, logistics hubs, airports, data centers, and corporate campuses all contain areas with different levels of criticality. Access to these areas must be strictly regulated, … Read More