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ML Journal

Upskilling the Manufacturing Workforce for AI

To bridge labor gaps, manufacturers must upskill their workforce to transition from task execution to AI supervision and operational governance. Manufacturers are under growing pressure to do more with a constrained workforce. In June 2026, there were 481,000 manufacturing jobs open nationwide, according to the

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ML Journal

Modernizing Maintenance for Sustainable Productivity

The manufacturers closing the productivity gap are augmenting automation with maintenance operations that are data-driven, predictive and connected. A pump fails on a Friday night. A technician shows up, diagnoses the problem from memory, fixes it in two hours, and goes home. No record of what he found. Limited documentation of what he did. Noโ€ฆ

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ML Journal

Survey: In Manufacturing Data We Trustโ€”Mostly

The Manufacturing Leadership Councilโ€™s latest survey reveals steady progress toward data mastery, alongside persistent gaps in verification, integration and untapped potential โ€œIn God we trust, all others must bring data.โ€ Most commonly attributed to statistician and business theorist William Edwards Deming, those nine words make for a popular post on LinkedIn and elsewhere online. Ironyโ€ฆ

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Industrial AI

Engendering Technology Trust in Physical and Agentic AI

Manufacturers adopting physical and agentic AI must build trust in reliability, security, and safety. Success depends on safe operating boundaries and preserving human accountability in AI-driven processes.

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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

Welcome New Members of the MLC May 2026

Introducing the latest new members to the Manufacturing Leadership Council

MLC welcomes new members from McCain Foods, Bosch, Bloom Energy, General Mills, Abbvie, Workday, Smurfit Westrock, Pioneer Service and Standex. Learn more about the associationโ€™s newest member leaders.

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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

Engendering Technology Trust in Physical and Agentic AI

Manufacturers adopting physical and agentic AI must build trust in reliability, security, and safety by using defined safety envelopes and preserving human accountability. As adoption grows, trust will separate leaders from laggards.

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