Your Most Critical AI Model Isn’t an LLM: It’s Your Document Pre-Processor
· Discrete Manufacturing

Your Most Critical AI Model Isn’t an LLM: It’s Your Document Pre-Processor

A decisive shift is underway for manufacturers implementing artificial intelligence. The focus is moving from the selection of large language models to the systems that prepare data for them. The accuracy and trustworthiness of any AI-driven decision—from supply chain logistics to predictive maintenance—are determined long before a query reaches an LLM. They are determined by […]

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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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Who Should Own an AI Pilot in Manufacturing?
· Hybrid Manufacturing

Who Should Own an AI Pilot in Manufacturing?

Answering an AI Frontiers 2025 audience questionContext. During AI Frontiers 2025, an attendee asked: Who should be the business owner and senior stakeholder for an AI proof of concept—and how should it be structured for quick wins and long-term scale? This article distills the panel’s answer from “Building Data Accuracy and AI Trust in Smart Manufacturing.” Want to check the on-demand […]

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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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