Embedding AI Agents Into Industrial Data Pipelines: What Manufacturers Should Watch
· Artificial Intelligence

Embedding AI Agents Into Industrial Data Pipelines: What Manufacturers Should Watch

At Cognite’s 2025 event, Laxmi Akkaraju, SVP Global Services and Solutions, Cognite, spotlighted a new paradigm in industrial AI: agents embedded directly into data workflows, not merely layered on top as analytics. For manufacturers, this shift promises to unlock decisions and use cases that were previously difficult to operationalize reliably — and to do so with […]

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Agentic AI and IIoT: Complex Questions and Expert Perspectives
· Artificial Intelligence

Agentic AI and IIoT: Complex Questions and Expert Perspectives

At AI Frontiers, the panel on Agentic AI & Integrated Data Workflows generated more questions than could be answered live. To continue the discussion, Andrew Scheuermann, CEO of Arch Systems, recorded a series of short video responses tackling some of the toughest questions manufacturers raised. In parallel, Jonathan Wise, Chief Technology Architect at CESMII, shared […]

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GenAI in Manufacturing: Start with Data Quality, Governance, and Quick Wins
· Hybrid Manufacturing

GenAI in Manufacturing: Start with Data Quality, Governance, and Quick Wins

Answering the AI Frontiers Audience’s Question“Generative AI isn’t just about documents. Factories generate huge amounts of sensor data, but turning that into real value with AI is challenging. What should companies tackle first—improving data quality, linking older systems, training teams, or meeting regulatory requirements? And how can they set priorities to get quick results while […]

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Before the AI Magic: Why Manufacturing’s Biggest GenAI Problem Is Still Data
· Artificial Intelligence

Before the AI Magic: Why Manufacturing’s Biggest GenAI Problem Is Still Data

Generative AI promises a revolution on the shop floor—faster decision-making, adaptive production, smarter quality control. But ask any manufacturing leader what’s actually slowing things down, and you won’t hear about algorithms. You’ll hear about data.At IIoT World’s Manufacturing Day, the conversation around GenAI quickly turned from excitement to infrastructure. The verdict? Manufacturers aren’t short on […]

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