There certainly is no shortage of interest in applying AI to distributed energy operations. Battery storage operators want predictive analytics at the cell level. Renewable fleet managers want optimization recommendations across hundreds of sites. Grid operators want faster fault diagnostics closer to the asset. The ambition is real, and the use cases are sound.But ambition […]
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Manufacturing knowledge is fragmented and mostly unusedEuropean manufacturers collectively hold decades of deep production knowledge: how materials behave, how machines are tuned, how quality issues emerge, how processes fail and recover. Yet this knowledge remains locked inside individual companies, plants, and teams. It is applied locally, rarely reused, and almost never scaled.At the same time, […]
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At the AI Frontiers event, the session “Agentic AI & Integrated Data Workflows: Extracting Value from Existing Manufacturing Systems” drew an engaged audience eager to probe real-world challenges. Their questions cut straight to the heart of manufacturers’ struggles with IIoT and agentic AI — from wrangling messy data to bridging IT/OT divides.Here are five of […]
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When factories run on thin margins and even a few minutes of downtime can cost millions, the conversation about autonomous AI shifts from can we to should we. At the “Agentic AI in Manufacturing: From Copilots to Autonomous Systems” session during AI Frontiers 2025, organized by IIoT World, the audience put this challenge directly to the panel: In sectors where downtime […]
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Autonomous AI on the factory floor is not just a technical challenge — it’s a human one. Operators want to know they can trust the system. Executives need accountability. Security teams demand resilience. At the “Agentic AI in Manufacturing: From Copilots to Autonomous Systems” session during AI Frontiers 2025, organized by IIoT World, audience questions cut straight […]
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Transitioning a promising AI Proof-of-Concept (POC) into a fully operational production environment is a critical, and often challenging, step in realizing the value of AI investments. The panelists of the “AI-Driven Process Optimization: Achieving Faster Turnarounds and Higher Margins” session that took place at IIoT World Sustainability and Artificial Intelligence Day, although primarily focused on […]
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