News and Insights
The Scaling Constraint: Trusted Operational Information
October 5, 2026As 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 comparison…
Scale and Accuracy with the Buyer-Centric Smart Factory
September 15, 2026When engineering, sales and production keep separate versions of the same configurable product, complexity turns into cost, delay and risk. Today’s buyers want products built around their exact requirements, but they want to buy them with the ease of ordering something off a shelf. Manufacturers are trying to deliver on that expectation, and many are…
A Practical Approach to Physical AI in Manufacturing
September 1, 2026Measurable value from physical AI begins with existing assets, laying the foundation for autonomous operations in the future. At trade shows and conferences worldwide, humanoid robotics are taking the stage, heralding for some a new era in industrial automation. The growing availability of robotics and other physical AI-enabled machines might suggest manufacturers are poised to…
Upskilling the Manufacturing Workforce for AI
August 31, 2026To 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
Rheem, General Motors Named Top Winners in 2026 Manufacturing Leadership Awards Competition
June 25, 2026Rheem’s Alan Machuga was named 2026 Manufacturing Leader of the Year, while General Motors won Large Enterprise Manufacturer of the Year. Pure & Gentle earned Small/Medium Enterprise Manufacturer of the Year in the Manufacturing Leadership Awards.
Building An AI Governance Framework for the Factory Floor
May 21, 2026AI governance doesn’t have to be overwhelming. Learn the five key pillars manufacturers need to confidently scale AI.
Engendering Technology Trust in Physical and Agentic AI
April 19, 2026Manufacturers 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.
From Smart Factory to Smart Enterprise
March 27, 2026Manufacturers are digitizing production, but data gaps, workforce readiness and disconnected processes are limiting smart factory ROI. The next step is linking factory systems, product knowledge and enterprise workflows into a smart enterprise.
Practical AI Steps to Build Smarter Factories in 2026
March 20, 2026AI is helping factories improve speed, resilience, and profitability by embedding digitization and automation into daily workflows. Successful 2026 pilots start with business outcomes, use ready data, and scale through human-in-the-loop governance.
Survey: Smart Factories Enter the Execution Era
January 31, 2026Manufacturers 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.
2025 in Photos at the MLC
November 23, 2025MLC’s 2025 highlights included plant tours at United Scrap Metal and GM, Rethink sessions on digital manufacturing, and a Manufacturing Leadership Awards gala honoring leaders and breakthrough projects.
MLC 2025 Photo Gallery
November 23, 2025MLC’s 2025 highlights included plant tours at United Scrap Metal and GM, Rethink sessions on digital manufacturing, and an awards gala honoring Merck’s Besu Alemayehu and standout manufacturing teams.
The Best of the Manufacturing Leadership Journal 2025
November 23, 2025A 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.
The Best of Rethink 2025
November 23, 2025Rethink 2025 marked 20 years of Manufacturing 4.0 insights, featuring sessions on digital transformation, innovation, and next-generation leadership from industry experts and manufacturers.
The Best of 2025 Decision Compass Calls
November 23, 2025MLC’s Decision Compass calls explore key Manufacturing 4.0 topics, from generative AI and workforce engagement to predictive maintenance, cloud supply chains, and carbon reuse. Archived sessions are available to members in the content library.
Transforming Manufacturing with AI: Applications, Benefits, and How to Begin
July 29, 2025AI and machine learning are helping manufacturers improve quality, maintenance, scheduling, sustainability and supply chains. Success depends on data readiness, skills development and a plan to scale.
Using AI to Boost Supply Chain Visibility and Resiliency
July 24, 2025AI improves supply chain visibility and resilience with real-time data, predictive insights, and automation. It helps manufacturers anticipate disruptions, respond faster, and reduce downtime across operations.
Scenes from Rethink 2025
July 18, 2025Manufacturing leaders gathered in Florida for MLC’s record-setting Rethink 2025, focusing on accelerating digital transformation, AI, and Manufacturing 4.0 through panels, case studies, and awards.
