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ML Journal

Survey: Manufacturers Embrace AI Tools to Speed Product Innovation

GenAI tools are slated for further investment in the next two years to help accelerate design and engineering processes. Artificial intelligence tools, particularly those of the GenAI variety, are making significant inroads in the new product innovation process as manufacturers seek to accelerate engineering and design to bring innovations to market faster. At the sameโ€ฆ

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ML Journal

The Scaling Constraint: Trusted Operational Information

As manufacturers scale analytics and AI, hidden OT technical debt often undermines trusted operational information. Manufacturers rarely discover information-scaling problems when a machine fails; they discover them when comparable plants produce different answers to the same performance question. For example, one site reports higher uptime than another. Both teams trust their numbers, yet the comparisonโ€ฆ

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Press Releases

Leaders from Corning, General Motors Join Manufacturing Leadership Council Board of Governors

Washington, D.C.โ€”The Manufacturing Leadership Council, the digital transformation division of the National Association of Manufacturers, today announced the election of Kristen DellaVecchia, Corporate Sustainability Project Manager at Corning Incorporated, and Mike Trevorrow, Senior Vice President of Global Manufacturing at General Motors, to the MLCโ€™s Board of Governors. The MLC Board of Governors is a distinguishedโ€ฆ

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ML Journal

Executive Dialogue: Leading at AI Speed

Alan Machuga of Rheem explains why the future of AI isnโ€™t content creationโ€”itโ€™s better business decisions. Penelope Brown: Hello, everyone, and welcome to todayโ€™s edition of Executive Dialogue from the Manufacturing Leadership Council. Today I am super excited to be talking to Alan Machuga, who is the Executive Vice President of Digital Strategy and AIโ€ฆ

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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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MLC Member News and Research

Building an OT Organization in an IT World

Manufacturers need intentional IT/OT structures to clarify ownership, automate workflows, and close capability gaps. A future-ready organization should fit company size, talent access, and evolving digital needs.

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Industrial AI

Can AI Agents Catalyze Faster, Smarter Product Design?

AI agents help manufacturers speed product design by surfacing cross-system insights, reducing rework and automating routine tasks. They enhance human judgment with relevant options and historical context, especially when paired with strong governance and clear KPIs.

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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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Critical Issues

Survey: Smart Factories Enter the Execution Era

Manufacturers say smart factories have moved into an execution era, with AI maturing, digital transformation becoming a competitive advantage, and more than 90% planning to maintain or increase investments in 2026.

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Annual Summit Content

The Best of Rethink 2025

Rethink 2025 marked 20 years of Manufacturing 4.0 insights, featuring sessions on digital transformation, innovation, and next-generation leadership from industry experts and manufacturers.

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Data Governance, Mastery and Interoperability

5 Key Questions on the Path to Industrial DataOps

Industrial DataOps helps manufacturers turn siloed data into real-time insights, improving agility, continuous improvement, and smart manufacturing. A data product strategy and unified standards can scale value across factories, supply chains, and future AI needs.

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Data Governance, Mastery and Interoperability

Survey: Manufacturers See Data, Lack Strategy

Manufacturers say data is driving efficiency, cost savings and better decisions, but nearly half lack corporate governance plans and many still struggle to turn data into strategy.

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