Agentic AI will bring thousands, potentially tens of thousands, of AI agents to the factory floor. Every one of them will need data, and not all data. Agents do not perform well when exposed to massive amounts. They need focused, usable data scoped to their task. So, how much should manufacturers let them do without […]
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ABB resolves 80% of measurement device faults through an AI copilot, without a support call. HighByte compressed Alcon’s one-year plant-wide digital transformation to less than one month. InfluxData and Litmus take manufacturers from three sites to 300, with positive ROI in 60 to 90 days. Cybus reports 9% less downtime and 23% lower cloud costs […]
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Most factory data architectures today serve between 10 and 50 consuming systems. Agentic AI will push that number into the thousands, a 100x increase in edge-based data consumers. The ISA-95 layer-by-layer model was not designed for this volume, and manufacturers need to rethink their data infrastructure before scaling AI agents. IDC reports that 56.6% of […]
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The manufacturing industry has reached a critical inflection point. The era of “pilot purgatory” is over. Based on the insights from IIoT World Days 2025, the next phase of industrial transformation is defined by three core pillars: Agentic AI, Unified Namespaces (UNS), and Industrial DataOps.While these three form the structural “backbone,” a total of six […]
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Life sciences manufacturers operate in environments where innovation and compliance must coexist. But how is that possible in practice, and what use cases are emerging across the industry?In a recent webinar hosted by IIoT World, “Adapting GxP Operations for Modern Compliance with Regeneron,” industry leaders explored how regulated manufacturers can modernize operations, adopt new technologies, and maintain […]
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Modern manufacturers face a paradox: despite generating more data than ever, as much as 80–95% of valuable operational data remains unused. The result? Missed opportunities, fragmented visibility, and stalled digital transformation efforts.Our new executive booklet, based on the expert panel “The Connected Factory Playbook: Actionable Insights for C-Level Manufacturing Leaders,” delivers critical insights for manufacturing leaders looking to […]
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In my 15 years in Industry, I haven’t seen a technology move as quickly as AI. The timeline from writing funny Haikus to showing up on the factory floor was a lot shorter than I expected.AI is exciting, but what’s hype versus what’s real? Where is it being used today? How could it be used […]
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As manufacturers scale digital transformation, one roadblock keeps appearing across plants, lines, and systems: inconsistent, fragmented, and poorly contextualized industrial data.The result? Missed insights, unreliable analytics, integration delays, and costly rework. But there is a better way.This guidebook from HighByte introduces a modern approach to industrial data modeling—not as a technical exercise but as a strategic capability that […]
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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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What does it take to make digital transformation stick—beyond pilots, platforms, and buzzwords?At Hannover Messe 2025, the conversation around industrial transformation reached a new level of clarity—and urgency. From AI and agentic automation to modular MES platforms and resilient supply chains, one message was consistent: transformation is no longer a long-term goal. It’s a right-now […]
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At Hannover Messe 2025, conversations about digital transformation are no longer focused on whether to invest in data infrastructure—but how to scale it efficiently. In a live discussion with John Harrington, Co-Founder and Chief Product Officer at HighByte, a clear theme emerged: Industrial DataOps is no longer optional—it’s essential.From Unknown to Indispensable: The Rise of Industrial DataOpsJust a few […]
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At Hannover Messe 2025, InfluxData CEO Evan Kaplan and HighByte CPO John Harrington discuss how manufacturers are shifting from data collection to data intelligence and what’s required to support that transformation. Below are the most important insights that emerged from the conversation: The Purpose of Data Is Shifting—from Monitoring to Control Historically, manufacturers used data […]
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