When Machines Negotiate: A New Way to Run Manufacturing
· Hybrid Manufacturing

When Machines Negotiate: A New Way to Run Manufacturing

Factories today don’t struggle to collect data — they struggle to make sense of it. Machines measure everything from pressure to vibration, but most of it lacks meaning. Without context, even the most advanced dashboards can’t explain what’s happening on the floor.That’s starting to change.A new generation of AI agents at the edge is learning to understand […]

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Scaling Smart Manufacturing with IIoT, ML, and Generative AI
· Discrete Manufacturing

Scaling Smart Manufacturing with IIoT, ML, and Generative AI

Talk to any plant manager and you’ll hear the same frustration: too many proofs of concept, not enough results. The real opportunity isn’t running another pilot—it’s building scalable systems that deliver measurable value every day. That’s where Industrial IoT (IIoT), machine learning (ML), and now generative AI (GenAI) are starting to prove their worth, not in isolated demos but across […]

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Factory Expertise, Now Scaled by AI
· Process Manufacturing

Factory Expertise, Now Scaled by AI

Every factory depends on expertise — the intuition of a technician who can hear when a nozzle is misaligned, or the experience of an engineer who can trace yield loss back to a single feeder. But that expertise is disappearing fast, even as machines generate more diagnostic data than ever before.This new white paper, GenAI, Operational […]

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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

Most predictive maintenance sensors work well—until they don’t. When your pump is in an acid-laden environment, your mill bearings hit 120-150°C, or your crane gearbox runs at 4 RPM for half the shift, the majority of “AI-enabled” standard sensors become expensive paperweights. That’s where COOs leading high-reliability plants are quietly shifting from standard predictive AI […]

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Enabling Connected Operations Through Real-Time Machine Monitoring, Predictive Maintenance, and Automation
· Connected Industry

Enabling Connected Operations Through Real-Time Machine Monitoring, Predictive Maintenance, and Automation

In many industrial organizations, operations and maintenance teams still walk into work with more uncertainty than confidence. There are checklists to follow, logs to review, and a familiar set of problems that always seem one step ahead. Something breaks, someone reacts, and the system limps forward. That rhythm is common across transport, utilities, manufacturing, and […]

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The AI Gap: Can Manufacturing Keep Up With the Pace of Innovation?
· Artificial Intelligence

The AI Gap: Can Manufacturing Keep Up With the Pace of Innovation?

AI is moving faster than most industries can digest. According to data cited during a recent IIoT World session, AI capability is now doubling every 3.5 months—a 100x improvement in a single year. That’s not evolution; that’s exponential transformation. For industries like manufacturing and energy, the real question isn’t whether AI will shape the future, but […]

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How Generative AI Is Solving the Manufacturing Skills Gap
· Discrete Manufacturing

How Generative AI Is Solving the Manufacturing Skills Gap

The manufacturing industry is in the middle of a labor crunch. As experienced workers retire and skilled talent becomes harder to find, many factories are struggling to maintain consistency, efficiency, and quality. Generative AI is emerging as a powerful tool—not to replace human workers, but to support them, capture institutional knowledge, and make shop floor […]

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The IT/OT Academy: Practical Training to Drive Real Industrial Convergence
· Connected Industry

The IT/OT Academy: Practical Training to Drive Real Industrial Convergence

As industrial organizations accelerate their digital transformation journeys, one persistent challenge continues to block progress: the gap between Information Technology (IT) and Operational Technology (OT) teams. While “IT/OT convergence” has become a buzzword in Industry 4.0 circles, most professionals on the ground still struggle with what that actually means in practice and how to achieve […]

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August 2025 Industrial IoT & ICS Cybersecurity Events
· Connected Industry

August 2025 Industrial IoT & ICS Cybersecurity Events

August 2025 is packed with top-tier events spotlighting Industrial IoT, cybersecurity, automation, and clean energy. From major global conferences to specialized expos, industry professionals have numerous opportunities to connect, learn, and discover innovations shaping the future of manufacturing, digital security, and energy. Whether you’re focused on cutting-edge cybersecurity, AI-driven automation, or sustainable energy solutions, this […]

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Securing the Convergence: OT and IT Systems in the Modern Age
· Cybersecurity

Securing the Convergence: OT and IT Systems in the Modern Age

The industrial internet of things (IIoT) is reaching new heights. As the lines between operational technology (OT) and information technology (IT) blur, companies are unlocking new standards of visibility and efficiency. However, this trend also has a dark side that has become increasingly prominent amid rising cybercrime.The Need for Cybersecurity in IT/OT ConvergenceA worrying 80% […]

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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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