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
Machine Learning
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
Computer Vision in Food Sanitisation Monitoring
An auditor asks a production team to prove the sanitisation cycle ran correctly on a specific line, on a specific night. In most facilities, the answer is a signature on a checklist. Facilities processing meat, dairy, or ready-to-eat goods must … Read More
DeepX Baggage Vision on ARBOR Hardware
The bottleneck nobody sees until it’s too late A single stalled bag on a conveyor doesn’t stay a single bag for long. Behind it, the line keeps feeding, and within minutes, a minor snag becomes a pile-up, a missed connection, … Read More
Retail Video Analytics for Checkout Queues
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 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 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