Software-Defined Automation: From PLCs to AI
· Smart Manufacturing

Software-Defined Automation: From PLCs to AI

Software-defined automation moves control logic from dedicated PLCs onto industrial PCs and standard server hardware, while the physical equipment, inputs/outputs, drives, and motors, stays on the shop floor. Engineering changes too, from predefined toolchains with fixed workflows to an open system where teams connect Siemens, third-party, and OEM tools through APIs and a package management […]

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Why Manufacturers Get Stuck Before They Start Digitalizing
· Smart Manufacturing

Why Manufacturers Get Stuck Before They Start Digitalizing

Most manufacturers face the same starting point: brownfield operations with equipment from multiple vendors and departments that work toward different objectives. The scope of what needs connecting creates enough resistance that many companies never take the first step. At Hannover Messe 2026, Thomas Roehrl of Siemens described this as the biggest mistake in platform deployment: […]

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What Does a Fully AI-Driven Factory Look Like?
· Industrial IoT

What Does a Fully AI-Driven Factory Look Like?

A Gatorade bottling line at a FIFA World Cup stadium, producing on site instead of shipping from a central plant, with flavors adjusted by region and Doctor Pepper for the Texas crowd. In this IIoT World article based on a video interview recorded at Hannover Messe 2026, Ujjwal Kumar (CEO, Siemens Industrial Automation) explains how […]

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The Shift Toward Autonomous Production in Process Industries
· Process Manufacturing

The Shift Toward Autonomous Production in Process Industries

The definition of autonomy in manufacturing is shifting from a conceptual goal to a practical requirement. According to Axel Lorenz, CEO of Process Automation at Siemens AG, autonomous production allows facilities to maintain consistent output despite volatile inputs. This capability is becoming critical as manufacturers face fluctuating feedstock quality and variable energy supplies from renewable […]

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The 40% Problem in Industrial AI
· Hybrid Manufacturing

The 40% Problem in Industrial AI

IIoT World examines why most industrial AI initiatives stall at roughly 40% of their potential, and what manufacturers who push past that wall do differently with contextual intelligence on the shop floor.Why Many Projects Stall and What Moves Them ForwardEndurance athletes talk about the “40% wall.” It is the point where the body feels spent, […]

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Why You Should Step Inside the Siemens eXplore Tour and See Industrial AI Work
· Process Manufacturing

Why You Should Step Inside the Siemens eXplore Tour and See Industrial AI Work

Shown publicly for the first time at CES, the eXplore Tour is a mobile industrial environment built to answer a question most leaders ask before approving change: “Can I see this work before it touches my operation?”IIoT World spoke with Chris Stevens, President, US Automation at Siemens Digital Industries, about what the experience is designed to […]

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What I’m Most Excited to See at Siemens Booths at CES 2026 — and Why It Matters for the Future of Industrial Intelligence
· Connected Industry

What I’m Most Excited to See at Siemens Booths at CES 2026 — and Why It Matters for the Future of Industrial Intelligence

CES has always been a mirror of what’s next. Not just shiny tech, but signals — early indications of how industries will actually change. And at CES 2026, Siemens isn’t just showing technology. They’re showing outcomes. That’s why the Siemens booths are high on my must-see list this year.Across three distinct experiences — Siemens Intelligence Experience […]

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The Moment Manufacturing Broke Its Old Rules: How 2020 Sparked the Rise of the Connected Workforce
· Connected Industry

The Moment Manufacturing Broke Its Old Rules: How 2020 Sparked the Rise of the Connected Workforce

In April 2020, half of the world’s population was in lockdown — yet critical infrastructure still had to run. Chemical plants, glass facilities, refineries, and energy systems couldn’t pause. Equipment still failed. Processes, drifted, and operators needed expert support. But the experts were home.This single moment, according to Tony White — who leads the U.S. […]

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Industrial AI in Practice: Siemens Transforms Factory Data into Performance
· Discrete Manufacturing

Industrial AI in Practice: Siemens Transforms Factory Data into Performance

At the Siemens Electronics Factory in Erlangen, Artificial Intelligence is not an experiment—it’s part of everyday production. The facility shows how industrial AI can improve how machines sense, analyze, and act, helping teams turn factory data into measurable results. From assembly to inspection, every dataset contributes to higher process quality, shorter cycles, and smarter energy use.From Connected Data […]

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The End of the Pixel Counter Era — How AI Is Quietly Transforming Semiconductor Manufacturing
· Discrete Manufacturing

The End of the Pixel Counter Era — How AI Is Quietly Transforming Semiconductor Manufacturing

In semiconductor fabs, progress has long been measured in nanometers. But the next great leap isn’t happening on the wafer — it’s happening in how factories see, think, and respond. Artificial intelligence is quietly reshaping inspection, maintenance, and operational decision-making, marking a shift from human reaction to digital foresight.From Human Vision to Machine IntelligenceFor decades, […]

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Manufacturing’s Future Hinges on Collaboration, Not Just Technology
· Discrete Manufacturing

Manufacturing’s Future Hinges on Collaboration, Not Just Technology

At Hannover Messe 2025, I sat down with Mathias Oppelt, Vice President and Head of Customer-Driven Innovation at Siemens Digital Industries, to explore what manufacturers really want from digital transformation—and what’s still holding many of them back. The conversation moved well beyond buzzwords like AI and digital twins, touching on deep structural shifts, mindset changes, and the […]

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