The Most Effective Strategies for Integrating Agentic AI Into Legacy Manufacturing Environments Without a Full Overhaul
· Hybrid Manufacturing

The Most Effective Strategies for Integrating Agentic AI Into Legacy Manufacturing Environments Without a Full Overhaul

Answering the audience’s questionsManufacturing is not a greenfield playground for shiny new technology. It’s a world of legacy machines, siloed data, and decades-old dashboards that keep production running. Into this reality comes agentic AI—a powerful but new tool promising faster decisions, smarter insights, and measurable improvements.But for manufacturers, the big question isn’t what agentic AI can do in […]

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Managing the Rise of Agentic AI in Manufacturing
· Hybrid Manufacturing

Managing the Rise of Agentic AI in Manufacturing

During AI Frontiers 2025, participants raised important questions about the growing role of agentic AI in manufacturing—covering topics such as regulation, interoperability, and the management of autonomous systems. While we did not have enough time to address all the questions during the live session, Peter Sorowka, CEO of Cybus, offers in this article a practical direction for […]

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Agentic AI in manufacturing does not need to begin with a moonshot
· Hybrid Manufacturing

Agentic AI in manufacturing does not need to begin with a moonshot

Walk any production line and you’ll see the same truth: decisions live on the human–machine interfaces (HMIs) that operators watch all day. If you want agentic AI to help now—not after a multiyear overhaul—start there. Let the assistant read what your people already read: HMIs and SCADA views, historian trends, shift notes, test logs, and […]

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Agentic AI in Manufacturing: Best Practices for Quality, Speed, and Safety
· Hybrid Manufacturing

Agentic AI in Manufacturing: Best Practices for Quality, Speed, and Safety

Answering the audience’s questions At the AI Frontiers 2025 event, one audience member posed a question that goes to the heart of modern manufacturing challenges: “When introducing agentic AI into domain-specific workflows, what best practices help manufacturers improve product quality and decision-making speed while minimizing operational risk, especially in highly regulated or safety-critical industries?” A panel of […]

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Agentic AI Isn’t a Product – It’s an Integrated Business Strategy
· Process Manufacturing

Agentic AI Isn’t a Product – It’s an Integrated Business Strategy

Everyone’s talking about AI. From pilot projects and co-pilots to promising dashboards, artificial intelligence is cropping up left and right in manufacturing. What’s rare, however, are wide-scale implementations that deliver measurable results on the factory floor. In fact, IDC estimates that 88% of proof of concept (POC) projects fail to make it out of the […]

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