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ML Journal

Orchestrating Material Handling with AI & Automation

AI, automation, virtualization and secure IT/OT orchestration can turn material handling constraints into scalable competitive advantage. A unified digital foundation helps manufacturers reduce risk, unlock data and optimize operations across the enterprise.

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ML Journal

Dialogue: Leading Manufacturing Through AI Change

Rockwellโ€™s Blake Moret says manufacturing must urgently adopt AI and smart manufacturing, with supportive policy and a learning culture, to stay competitive amid tariffs and supply chain risks.

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MLC Member News and Research

Welcome New Members of the MLC February 2026

Introducing the latest new members to the Manufacturing Leadership Council

MLC welcomes new members from leading manufacturing and technology companies, including Seagate, RYAM, Marvin, G.W. Lisk, GrayMatter Systems, MaintainX, Andersen Windows & Doors, and Infor.

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Plant Tour

Exploring Digital and Physical Convergence at Eclipse Automation

MLC members toured Eclipse Automationโ€™s iPort to see digital twins, AR/VR demos, and shop-floor innovation in action. The event highlighted how digital transformation and automation are accelerating factory design and production.

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Critical Issues

Reflections on Hannover Fair 2025

European manufacturers are broadly at a similar stage of digital transformation as U.S. peers, with leadership and legacy systems still slowing progress. Europe may be ahead in data management, especially interoperability, data sharing, and data sovereignty.

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Supply Networks

The Foundations of Enabling an M4.0 Supply Network

Manufacturing 4.0 supply networks require digital visibility, collaboration and agile execution. Treating suppliers as an extension of the business helps improve quality, speed and resilience.

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Critical Issues

Seeing the Unseen: Observability in Manufacturing

Software observability principles can help manufacturers gain real-time visibility, enable remote monitoring, and improve decision-making. Computer vision and AI add rich real-world data to boost efficiency, safety, and operational excellence.

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ML Journal

Effective Digital Transformation Leadership Practices

Digital transformation leadership works best by focusing on specific business problems, starting small and building flexible, scalable solutions. Influencing teams around clear goals helps smart factory initiatives deliver long-term value.

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Next-Gen Leadership

Dialogue: Next-Gen Winner on Leadership and Learning

IBMโ€™s Marlon Gonzalez says AI can make supply chains more resilient and efficient, and that navigating the pandemic early in his career strengthened his adaptability, resilience, and innovation mindset.

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Plant Tour

Exploring Automation and Culture at Amazon

From garage to global giant: how innovation, data and machine learning drive Amazonโ€™s BFI4 Fulfillment Center

Amazonโ€™s BFI4 fulfillment center uses robotics, computer vision and machine learning to sort, pack and ship millions of items weekly. The article also highlights Amazonโ€™s innovation culture, built on fast, data-driven decisions.

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