When people talk about AI in manufacturing, the conversation often jumps straight to results. But in a recent interview with Alec Glenn of JSW Steel USA and Karthikeyan Natarajan of Infinite Uptime, we decided to get a different approach, so the conversation felt different —more grounded, and closer to what actually happens when AI enters […]
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Manufacturing plants face a persistent challenge: bridging the gap between monitoring equipment and improving production outcomes. While sensors and dashboards flood facilities with data, most solutions stop at detection, leaving operators to figure out what happens next.Beyond Monitoring: The Prescriptive AdvantageThe evolution from reactive to proactive plant operations requires more than hardware installations. True transformation […]
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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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Industrial AI learns from history — but in most plants, that history is a mess.Behind every AI pilot, there’s a decade of process data, maintenance logs, and scanned reports that were never designed to work together. These systems contain the experience of the plant — what failed, what worked, what changed — but much of […]
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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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While manufacturers invest in AI and digital twin programs, the Adlib ebook “AI-Powered PLM in Manufacturing” reveals that most of the data required for those initiatives is buried in documents that machines can’t read. Across the industry, 80% of operational data is unstructured, and 90% of it is never used because it sits inside PDFs, CAD […]
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For the past few years, manufacturers have heard the same message on repeat: AI is ready for industry. But a quieter question is now being asked inside control rooms and boardrooms alike — is industry ready for AI?At this year’s Honeywell User Group in The Hague, that question came into focus. Beneath the enthusiasm around artificial intelligence […]
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At Infinite Uptime’s CXO Circle in Bangkok, the discussion around industrial AI felt different. The room was filled with people who run plants. They weren’t asking whether AI belongs in manufacturing anymore. They were asking how to make it work reliably, across complex environments where every process, every asset, and every operator matters.The consensus was […]
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In most industrial operations, digital reliability still means one thing: predicting failures before they happen. But as systems mature, that’s no longer enough. The next evolution is about using machine data to drive performance, not just prevention.Seeing What Limits the SystemThe future of reliability depends on two capabilities: understanding residual life and identifying bottlenecks.Residual life assessment estimates how long a […]
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Standard operating procedures and interlocks are the backbone of safe, reliable plant operations. They codify best practices, enforce safeguards, and prevent known mistakes from cascading into incidents. Yet some failure modes still hide in plain sight—especially where human actions and manual configurations intersect with automated protections. A recent near-miss on a critical gear pump shows […]
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In a few short years, the most visible change inside industrial plants won’t be new machinery—it will be silence. No more scribbled shift logs, no frantic data reconciliation between operators, and no confusion over what happened last night. By 2028, AI-driven plants will explain themselves.From Data Entry to Data FluencyAt the Honeywell User Group in The […]
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Jason Schern, Field CTO at Cognite, reveals the uncomfortable truth about industrial AI: companies are building solutions that can’t scale beyond a single site, and it’s killing their ROI.The 140-to-Zero ProblemDuring a recent audit, a large upstream oil company in Asia discovered something shocking: they had developed 140 applications and agents across 11 offshore assets. […]
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