Across every industrial sector, the conversation has moved beyond efficiency gains and automation ROI. A more fundamental question now confronts leadership: What is our company’s human function when the machines can execute everything?For decades, industrial leadership has been an exercise in optimization—maximizing output, minimizing downtime, streamlining the human workforce within the production loop. Your value was […]
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Walk any modern plant floor, and you’ll see the familiar pillars of industry: machines, materials, and people. But a new class of essential worker has emerged, one you cannot see. It doesn’t draw a salary, take a break, or retire. It is the industrial document, and its transformation from a passive record into an active, intelligent […]
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The hidden line between convenience and dependencyManufacturers are adopting more cloud services, partner integrations, and data-driven applications every year. That shift creates a simple but decisive test for data sovereignty: does production continue if a major external service has an outage? If the answer is no, the problem is bigger than data ownership. It becomes an operational […]
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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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In 2025, many manufacturers implemented artificial intelligence across forecasting, logistics, and supplier risk scoring, expecting breakthroughs. By year-end, though, a pattern had emerged: AI improved awareness and decision support, but it did not eliminate uncertainty or deliver automatic resilience. AI doesn’t replace judgment — it augments it Procter & Gamble’s Jamie McIntyre Horstman explained that machine […]
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One of the most persistent barriers to supply chain resilience is not a lack of analytics tools, but reluctance to share data.During IIoT World Manufacturing & Supply Chain Day in December, speakers discussed how AI is being applied across demand forecasting, supplier risk, and logistics. While AI depends on data, several panelists emphasized that effective […]
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Most manufacturers track machine health obsessively — vibration, temperature, torque, throughput. Yet the earliest sign of trouble inside a plant rarely starts with the equipment. It starts with the data.At the Honeywell User Group in The Hague, Claudia Chandra, Chief Product Officer at Honeywell, and Chris Huff, CEO of Adlib, pointed out that the first crack in operational […]
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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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New year, new budgets, and a fresh slate of industrial priorities—secure connectivity, resilient operations, and scalable modernization. January 2026 offers a compact and high-impact set of gatherings where Industrial IoT (IIoT) and ICS/OT cybersecurity conversations show up in different forms: flagship tech showcases, critical infrastructure training, energy-transition summits, executive-level policy dialogue, electronics manufacturing, and sustainability-driven industrial innovation.CES 2026Date: January 6 […]
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Industrial organizations are no strangers to transformation. While technology has long been a catalyst for progress, the accelerating speed and complexity of change means that tools alone can no longer deliver a lasting competitive advantage. The real differentiator of organizational success now lies in how people, processes, and platforms come together to create lasting value.The […]
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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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AI, prescriptive maintenance, and edge analytics are reshaping how process plants run. Yet the gap between a successful pilot and full-scale impact rarely closes on technology alone. The differentiators are culture, operating model, and data foundations.Build versus partner: keep the core, rent the niche Keep in-house: architecture, data governance, cybersecurity, product ownership, and integration with […]
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