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 …
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 …
AI Video Analytics for Workforce Tracking
Visibility Gaps Two systems can read the same camera feed and produce opposite outcomes, one that helps a shift supervisor and one that makes people hide from cameras. What separates them is decided before anything is installed. For many operations …
Workflow Monitor for Operations
Nobody notices a process failing. They noticed the delay it caused three days later in a report. Supported by intelligent workflow automation, it enables real-time monitoring, helping teams maintain procedural compliance and achieve strong operational efficiency. Without these capabilities, delays, …
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 …
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 …
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 …
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 …
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, …