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
Computer Vision
AI Video Analytics for Workforce Tracking
Visibility Gaps How do you actually know where your workforce is during the day – especially across multiple sites? For many operations managers and team leads, visibility is still limited. Manual reports, delayed updates, or inconsistent logs create blind spots … 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
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
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
