Analysis · Business Transformation Why Data Is Becoming a Strategic Industrial Asset Every modern machine, vehicle and building produces a constant stream of data. For years, most of it was ignored or locked away. Today it is increasingly treated like a raw material: something to be collected, cleaned, protected and turned into value — from

Analysis · Robotics How Robotics Could Change Manufacturing Work Factories have used robots for decades, but the way people work alongside them is changing fast. Cheaper, safer and more flexible machines — including “cobots” designed to share a workbench with people — are spreading beyond big car plants into smaller manufacturers. For the people on

Across the enterprise software landscape, few Fourth Industrial Revolution technologies have suffered from as wide an expectation gap as the digital twin. This engineering guide demystifies industrial digital twins, moving beyond 3D CAD marketing hype to real-time telemetry pipelines, MQTT Sparkplug B, OPC UA PubSub over TSN, degradation physics models, and closed-loop control.