Articles tagged as sponsored

Rethinking Predictive Maintenance: Why the Hardest 10% of Industrial Assets Demand a New Class of Sensors
· Predictive Maintenance

Rethinking Predictive Maintenance: Why the Hardest 10% of Industrial Assets Demand a New Class of Sensors

Predictive maintenance has proven its value across most industrial asset classes, but a stubborn 10% of equipment remains nearly impossible to monitor with conventional sensor technology. These are the assets in extreme temperatures, corrosive environments, confined spaces, or constantly vibrating structures where standard accelerometers and temperature probes simply cannot survive or deliver reliable readings. In […]

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Scaling Factory Expertise: Achieve Expert-Level Diagnostics 10x Faster with AI
· Discrete Manufacturing

Scaling Factory Expertise: Achieve Expert-Level Diagnostics 10x Faster with AI

Manufacturers today are navigating a perfect storm: surging production demands, a retiring workforce, and legacy equipment that can’t keep pace with modern expectations. According to the National Association of Manufacturers, 1.9 million jobs may remain unfilled in the next decade, with many vacancies driven by retiring subject matter experts (SMEs). This creates costly gaps in troubleshooting, […]

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From Pilots to Progress: How Manufacturers Can Scale MES and Industry 4.0 Initiatives the Right Way
· Hybrid Manufacturing

From Pilots to Progress: How Manufacturers Can Scale MES and Industry 4.0 Initiatives the Right Way

At the MES & Industry 4.0 event in Porto, Jeff Winter, VP of Business Strategy at Critical Manufacturing, outlined a practical roadmap for manufacturers ready to move beyond experimentation and into scalable transformation.Start with a Purpose-Built MVPRolling out MES across multiple sites doesn’t need to be slow or resource-draining. The key is starting with a Minimum […]

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Rethinking MES Architecture for the Age of AI and Edge Computing
· Hybrid Manufacturing

Rethinking MES Architecture for the Age of AI and Edge Computing

Traditional Manufacturing Execution Systems were designed for a world where data flowed in one direction, from the shop floor up to enterprise dashboards, in batch intervals measured in minutes or hours. That architecture cannot support the real-time AI inference, closed-loop control, and edge analytics that modern smart factories demand. In this IIoT World analysis, we […]

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The Cost of Bad Data: Why Time Series Integrity Matters More Than You Think
· Connected Industry

The Cost of Bad Data: Why Time Series Integrity Matters More Than You Think

Every predictive maintenance model, every digital twin simulation, and every real-time dashboard in a modern factory depends on one thing: trustworthy time series data. Yet bad data, whether caused by sensor drift, network gaps, or timestamp misalignment, silently erodes the accuracy of industrial analytics and can cost manufacturers millions in unplanned downtime. This IIoT World […]

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Subscription MES: A New Path to Digital Transformation
· Hybrid Manufacturing

Subscription MES: A New Path to Digital Transformation

What if deploying MES didn’t require a massive budget, a year-long integration plan, or buy-in from every corner of the enterprise? A growing number of manufacturers are shifting away from all-in-one MES rollouts and embracing a more agile approach—building their execution systems app by app, module by module, and scaling only what works. The result […]

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Still Using Excel on the Shop Floor? Why That’s Costing You More Than You Think
· Discrete Manufacturing

Still Using Excel on the Shop Floor? Why That’s Costing You More Than You Think

Despite years of digital transformation buzz, many manufacturers still rely on spreadsheets, paper-based records, and siloed systems to run critical operations. As Augusto Vilarinho, Head of Global Sales at Critical Manufacturing, bluntly put it during the recent MES & Industry 4.0 Summit in Porto:“Excel is still the most used MES in the world.”The consequences? Missed […]

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From Historical Data to Real-Time Action: Unlocking Industrial Intelligence
· Predictive Maintenance

From Historical Data to Real-Time Action: Unlocking Industrial Intelligence

Learn how integrating a time series database with your historian helps industrial teams detect issues faster, act in real-time, and build predictive strategies that reduce downtime.Modern industrial systems continuously generate time-stamped data from sensors, PLCs, SCADA systems, and other connected devices. Known as time series data, this information reflects how conditions change over time, tracking […]

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From Execution to Intelligence: Generative AI’s Role in the Future of MES
· Hybrid Manufacturing

From Execution to Intelligence: Generative AI’s Role in the Future of MES

Manufacturing Execution Systems have served as the operational backbone of factory floors for decades, orchestrating production schedules, tracking work-in-progress, and enforcing quality standards. Now, generative AI is reshaping what MES can be, transforming these systems from rigid execution platforms into adaptive, intelligent layers capable of generating optimized production plans, predicting process deviations, and autonomously recommending […]

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The Factory Floor Can’t Adapt Without This
· Discrete Manufacturing

The Factory Floor Can’t Adapt Without This

Manufacturers are under relentless pressure to adapt—fast. But while the demand for agility is everywhere, the reality on the ground tells a different story. Most factory floors still rely on outdated systems, fragmented data, and manual workarounds that leave them exposed to disruptions.The problem isn’t the lack of ambition. It’s the absence of a reliable […]

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What Generative AI Is Really Changing on the Factory Floor
· Discrete Manufacturing

What Generative AI Is Really Changing on the Factory Floor

Forget the hype. Generative AI isn’t replacing workers or designing entire factories — yet. But it is changing what happens on the factory floor, where complexity, variability, and labor shortages meet real-time decisions. From reducing assembly errors to preserving expertise before it walks out the door, generative AI is beginning to solve the gritty, everyday […]

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Why Edge-to-Cloud Data Symmetry Is the Foundation of Scalable Smart Manufacturing
· Hybrid Manufacturing

Why Edge-to-Cloud Data Symmetry Is the Foundation of Scalable Smart Manufacturing

As manufacturers accelerate their digital transformation journeys, the limitations of fragmented data environments are becoming more visible—and more costly. The promise of smart manufacturing hinges on one capability: enabling data to move seamlessly from the factory floor to the cloud and back without loss, latency, or complexity.This is where edge-to-cloud synchronization emerges not as an […]

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