AI technology is advancing rapidly, but progress often slows once AI moves beyond pilots and into production. The reasons are known: infrastructure readiness, cybersecurity risk, and system complexity.

OPC UA for standardized, secure communications, MQTT as a lightweight, publish/subscribe protocol ideal for IoT and edge devices and AI to leverage data from OPC UA and MQTT-enabled devices to deliver predictive maintenance, real-time quality control and adaptive learning is a powerful combination.

AI does not create manufacturing insight. It consumes structured information and returns analysis. If the underlying data is inconsistent, undocumented or implicitly defined, the results will be unreliable regardless of how advanced the analytics appear to be.

Tatsoft has launched FrameworX AI Designer, which it claims is the biggest shift in SCADA development in 30 years. Engineers describe what they need in plain language. AI builds it in real time, directly inside the development environment.

To capture the ROI of “thinking” robots and capitalize on agentic AI-powered robots, leaders should recast this shift as an information and decision rights transformation, not a hardware refresh.

NVIDIA is working with manufacturing and robotics leaders to drive reindustrialization using Physical AI.

The full impact of Industrial AI is still a future possibility but the writing is already on the wall about its potential to transform edge computing and enterprise connectivity in the quest for digital transformation. In this special report, industry experts weigh in on the megatrends, and enabling technology solutions.

Siemens and NVIDIA partnership to enable AI-Powered Factories of the Future, connecting NVIDIA AI and Accelerated Computing with the Siemens Xcelerator platform and products.

Siemens unveils industrial metaverse technology, delivering true industrial intelligence, by bringing together physical AI with the power of the most comprehensive digital twin. PepsiCo and Siemens are digitally transforming select U.S. manufacturing and warehouse facilities by converting them into high-fidelity 3D digital twins that simulate plant operations and the end-to-end…

By leveraging Wi-Fi and URWB, industrial enterprises can unlock the full potential of agile, resilient and intelligent wireless networks—empowering them to lead the way in deploying next-generation, AI-powered solutions across even the most challenging environments.