The shopper who leaves a full basket by the milk fridge never shows up in your sales data. The queue that caused it does show up on camera. When queues grow, customers may leave without making a purchase. The issue … Read More
AI
AI Surveillance Reshapes Space Governance Challenge
This year’s most revealing surveillance story is a story 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 exist at all. The … 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 A clinician opens a chart and reads for several minutes before learning anything the previous clinician did not already know. This delays workflows, increases errors, and can affect patient care. AI-powered video analytics and computer vision analytics … Read More
AI governance in enterprise environments
Somewhere in your organisation, someone has already pasted a customer record into a chat window. The question is whether you would know. Recent reports, including cases where regulators and state organizations are reviewing or restricting the use of certain external … Read More
Real-Time Asset Tracking
The crew spends the first forty minutes of the shift looking for a lift that somebody moved on Friday. When teams cannot quickly locate resources, operations slow down, and overall productivity suffers. DXHub→ offers a centralized platform that seamlessly connects … Read More
How DeepX Is Advancing Industrial AI
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
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
Multimodal Learning for Medical Images
Positioning in the research landscape A model that says malignant without saying where a model no radiologist will sign their name under. For such large and complex data, model predictions must be accurate and interpretable. Earlier research published on arXiv … 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