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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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Critical Issues

The Data-Ready Factory Starts With Trust

Manufacturers that master data governance and interoperability gain better agility, forecast accuracy, and capital allocation. Shared definitions and ownership are essential before AI can deliver reliable results.

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Data Governance, Mastery and Interoperability

MLJ December 2025 โ€“ Research Survey Recap

MLCโ€™s 2025 surveys show manufacturers advancing digital maturity, AI, data and smart factories, while tariffs, legacy systems, skills gaps and weak data governance continue to slow progress.

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Critical Issues

The Best of the Manufacturing Leadership Journal 2025

A best-of collection from Manufacturing Leadership Journal 2025 highlights key insights on AI, digital twins, supply networks, sustainability and data governance. These articles offer practical strategies for leading manufacturing through rapid transformation.

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MLC Member News and Research

AI Turns Data Governance into a Middle Market Advantage

AI is making data governance practical and affordable for middle market manufacturers, turning clean data into a competitive advantage. AI-powered tools help reduce errors, improve decisions, and embed governance into daily operations.

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Future of Manufacturing Project

Shaping the AI-Powered Factory of the Future

MLCโ€™s report on AI in manufacturing finds 68% see AI as key to future competitiveness, while poor data quality is the top adoption barrier. It benchmarks current use, challenges and roadmap priorities.

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Industrial AI

How the C-suite Can Drive Results for AI Success

Leaders need six pillars for transformative GenAI, including centralized governance, data maturity, partnerships, talent, and ethical guardrails. Success requires reimagining business modelsโ€”not just automating existing processes.

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MLC Member News and Research

Dialogue: Digital Culture Begins with Executive Intent

CESMIIโ€™s John Dyck says digital transformation depends on executive intent, a data quality policy and a culture that trusts data to bridge IT and OT and drive better decisions.

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Critical Issues

Laying the Foundation for More Circular Manufacturing Supply Chains

Manufacturers can build more circular supply chains by partnering across the value chain, using advanced technologies for traceability and planning, and engaging customers with incentives that support reuse, repair, and recycling.

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Critical Issues

2025 Manufacturing Leadership Awards Finalists Recognized for Achievements in Digital Transformation

June 18 gala will recognize companies and individuals for accomplishments with AI, smart factories, digital production, and more

Manufacturing Leadership Council named finalists for the 2025 Manufacturing Leadership Awards, recognizing digital transformation achievements across companies and leaders. Winners will be announced June 18 at the gala in Florida.

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Supply Networks

How to Boost Competitiveness Through Supplier Collaboration

Leading companies are turning supplier collaboration into a strategic advantage by integrating planning, procurement, and suppliers to boost innovation, resilience, and performance. This approach can improve customer satisfaction, streamline operations, and create mutual growth.

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Critical Issues

Digital Transformation Sees Explosive Growth

Manufacturers are rapidly boosting digital and smart factory investments, with most expecting continued growth and greater AI adoption. Survey respondents say digital transformation is redefining the industry.

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ML Journal

Enabling Transformation with Smart Operations

Manufacturers need connected, digital systems to improve visibility and speed of execution amid rising volatility. Manufacturing 4.0 and updated technologies help detect problems faster and enable smarter, more efficient operations.

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Critical Issues

Harnessing Manufacturing 4.0: A Supply Chain Perspective

Manufacturing 4.0 tools like AI, IoT, and cloud computing can transform supply chains with better visibility and real-time decisions. Success depends on cloud platforms, predictive analytics, data integration, and strong change management.

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Future of Manufacturing Project

MLC Research Shines a Light on the State of M4.0

MLCโ€™s 2024 research shows manufacturers remain in mid-stage M4.0 adoption, still working to improve digital maturity, data use, AI investment, and leadership skills.

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Future of Manufacturing Project

The Best of the Future of Manufacturing Project

The Future of Manufacturing Project offers curated insights on data, AI, innovation, and workforce strategies to help manufacturers adapt, compete, and thrive in a rapidly changing industry.

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