I’ve spent my career building systems that don’t get second chances. Environments where power flickers, heat warps, and networks fail, places where a device either works or it becomes a liability. So when I hear talk about edge computing as some distant future, it tells me exactly how far removed the conversation is from the […]
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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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As data continues to explode across industries and geographies, the conversation is shifting—from what can be done in the cloud to what must be done at the edge. And right in the middle of this shift is ZEDEDA, a Bay Area startup making serious moves in edge infrastructure. From industrials and renewables to retail, automotive, […]
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At the Automate 2025 show in Detroit, Sebastián Trolli, Research Manager at Frost & Sullivan, shared deep insights into how industrial AI is delivering measurable value now, and where it’s heading next. In this IIoT World interview recorded at Automate 2025 in Detroit, Trolli discusses where industrial AI delivers measurable value across U.S. and European […]
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The industrial sector is still talking about edge computing as if it’s coming soon, but that’s not reality. It’s already here, making critical decisions while most of our infrastructure clings to cloud dependencies and dashboard thinking. This disconnect is holding back industrial innovation. True Edge Computing Isn’t About Location; It’s About Autonomy Simply moving a […]
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For many industrial organizations, the edge has long been treated as a fixed, isolated part of operations. But as digital transformation initiatives scale—and artificial intelligence, analytics, and cybersecurity concerns intensify—this view is rapidly becoming outdated.Erik Nordmark, Co-founder and CTO at ZEDEDA, emphasizes that today’s industrial edge must be dynamic and software-defined. In his view, the […]
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Access to the correct assets, equipment, and raw materials at the right time is vital for maintaining production schedules in a busy factory. Workers can spend up to 20% of their time searching for missing tools, leading to delays, frustration, and increased safety risks. These inefficiencies can cause significant downtime, especially in high-value manufacturing environments. […]
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In the age of digital transformation, data is more than a byproduct—it’s a powerful asset. But most manufacturers are sitting on untapped potential. This white paper from Critical Manufacturing explores how modern data platforms, combined with MES systems, are reshaping industrial operations—from the shop floor to executive decision-making.Readers will gain a clear understanding of how “dark data”—the 60–90% […]
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Enterprise IoT is forecasted to account for 72% of market revenue by 2028, up from 70% in 2023. This shift highlights how industries are rapidly investing in smarter, connected technologies to drive the next phase of automation.Automation has long been a part of industry. What’s changing now is the intelligence behind it. Traditional systems followed […]
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For manufacturers, utilities, and other industrial operators, time series data—information captured over time from machines, sensors, and control systems—is the backbone of modern operations. But as data volumes grow, many organizations are still struggling to keep up: storing the data is easy; using it effectively, in real time, is not.InfluxData’s release of InfluxDB 3 Core and […]
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At Hannover Messe 2025, John Harrington of HighByte offered a timely reminder: as AI races ahead in the industrial sector, the infrastructure supporting it—specifically, DataOps—needs to keep up.While AI dominates the headlines, its power is fundamentally limited without access to the right data. Harrington put it bluntly: “Data is the oxygen for AI.” But not just any data—clean, […]
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The ability to efficiently manage and distribute data is critical for modern manufacturing operations. As factories become more digitized, the need for real-time, scalable, and flexible data communication systems has increased. MQTT brokers provide a solution that helps manufacturers streamline industrial IoT (IIoT) data exchange while reducing complexity and improving efficiency.Challenges in Industrial Data CommunicationManufacturing environments consist […]
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