Digital transformation in manufacturing stalls when the OT/IT foundation is skipped. This roadmap sets out five phases, from assessment and connectivity to AI-driven scale, with realistic timelines, budget bands and the mistakes to avoid.
i3X is CESMII’s open, vendor-agnostic API for querying contextualised manufacturing data. Learn what i3X 1.0 includes, how it fits alongside OPC UA and a Unified Namespace, and how to adopt it on top of your existing Kepware connectivity.
Predictive AI forecasts outcomes such as equipment failures, quality defects and demand shifts from historical production data. Generative AI creates new content, from standard operating procedures to synthetic training data, and powers the operator copilots built on top of it.Manufacturers get the most value by matching each technology to a specific factory use case, not […]
NIS2 gives you 24 hours to report an incident that industrial networks often take weeks to detect. We look at which obligations reach control systems, who inside the organisation should own them, and where transposition currently stands across Europe.
The IoT Gateway plug-in streams plant floor data to any MQTT broker or REST endpoint, but AWS and Azure each enforce their own rules. This guide covers the exact agent settings for both, the errors that cause most failed connections, and four architecture patterns that hold up in production.
A pilot that works with 50 tags stalls at 50,000. What industrial connectivity actually is, why digital programmes fail at the data layer, and how to deploy it right.
When manufacturers talk about AI, the conversation usually starts with use cases and ends with integration complexity.When manufacturers talk about AI, the conversation usually starts with use cases and ends with integration complexity. In this interview, Adam Gąsiorek, CTO of TT PSC, and Ayush Tiwari from Velotic cut through the noise, sharing how a semiconductor manufacturer turned ignored process signals into a quality breakthrough, and why a manufacturing co-pilot can be built faster than most teams expect.
In September 2025, Jaguar Land Rover shut down production across the UK, Slovakia, and Brazil for five weeks after a ransomware attack. Reuters reported losses of around £50 million a week, with 33,000 staff sent home and hundreds of suppliers unable to operate. The intrusion started in IT, but what stopped production was how deeply […]
Industrial AI is moving beyond chatbots and dashboards toward systems that understand the physical world of factories. From spatial computing and reality capture to cloud HPC and wearable devices, Physical AI is redefining how industrial environments are designed, operated and optimized. This article explores why the next generation of industrial competitiveness will depend on combining AI with spatial and operational intelligence.
A typical plant runs controllers, SCADA, a historian and an MES from different vendors, and every connection is a custom integration. OPC UA replaces that patchwork with one secure, self-describing interface between OT and IT. This guide explains what OPC UA is, how it works, how its security model holds up to audit, and how Kepware implements it in production.
A 5-year TCO between Kepware perpetual and subscription is a reasonable starting point. It is not a verdict. The output shifts by 20 to 50 percent on three variables no online calculator asks, and the answer depends on the environment around the licence, not on the spreadsheet alone.
Kepware Server connects to virtually every PLC, RTU and IIoT device on the plant floor through 150+ certified drivers, exposing the data through a single OPC UA, MQTT or REST interface. This guide walks through the full driver catalogue, the Communication Suites, the Kepware+ enterprise subscription and the configuration steps a system integrator needs to scope and deploy a project.