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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. No…

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ML Journal

Survey: In Manufacturing Data We Trust—Mostly

The Manufacturing Leadership Council’s latest survey reveals steady progress toward data mastery, alongside persistent gaps in verification, integration and untapped potential “In God we trust, all others must bring data.” Most commonly attributed to statistician and business theorist William Edwards Deming, those nine words make for a popular post on LinkedIn and elsewhere online. Irony…

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