A site manager arrives at a new location on a Monday morning and finds a fence, a gravel access road, and two containers of equipment, with no grid connection, no fibre, and no guard hut anywhere on the plot. The … Read More
DXHUB
Monitoring Remote Field Sites with Edge AI
A wellhead on a remote licence block sees a human being a handful of times a year. Everything else it reports, it has to work out on its own. An edge AI solution processes data locally, so organizations keep visibility … 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
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
PPE Compliance in Real Time
The Compliance Problem The helmet comes off in the last twenty minutes of the shift, when everyone is tired and the supervisor is already in the office. Workers may remove helmets, skip gloves, leave hair unsecured, or adopt an unsafe … 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
Event Based Video Analytics That Enhances Detection Accuracy
Summary of the research A recent arXiv paper on surveillance video accident detection uses transformer architectures (with motion cues like optical flow) to reason across sequences, not just frames. Instead of asking “is there a car in this frame?”, the … Read More
AI Control Room Breakthrough by Honeywell & TotalEnergies
What happened Honeywell announced an ongoing pilot with TotalEnergies at the Port Arthur Refinery (Texas) using Experion Operations Assistant, an AI-assisted control room solution that supports operators with short-term forecasts and decision support to optimise production and enhance autonomy over … Read More
How AI and Computer Vision Transform Retail Security
Retail security is undergoing a transformation. Traditional CCTV cameras and reactive monitoring are no longer enough to safeguard stores, customers, and assets. AI, computer vision, and intelligent AI agents are shaping the future of retail security – turning surveillance into … Read More