The Manufacturing Leadership Journal

Bold Ideas for a Better Future

Joe Palomba, Senior Vice President of Information Technology at Rheem Manufacturing, discusses how aligned leadership, process and data are essential to building a connected AI-ready enterprise.


The Future of Manufacturing Project analyzes the essential skills that manufacturing leaders need for the future.


MLC research shows that 61% believe AI will be a game-changer by 2030.


Joe Palomba, Senior Vice President Information Technologies, Rheem Manufacturing Company



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.

ML Journal ML Journal October 2025 MLC Research AI Critical Issues: Data Mastery and Analytics data ecosystems Survey Data Governance, Mastery and Interoperability Governance and Analytics
Survey: Manufacturers See Data, Lack Strategy

Survey: Tariff Tumult Roils Supply Chains

More than 40% of manufacturers say tariffs are already hurting supply chains, with rising costs the biggest impact. Most are turning to digital tools, analytics and resiliency efforts to boost visibility and reduce disruption.

ML Journal ML Journal April 2025 MLC Research Critical Issues: Resilient 4.0 Supply Chains Digital Leadership Survey Webinar Supply Networks
Survey: Tariff Tumult Roils Supply Chains

Survey: M4.0 Appears Poised for A Significant Leap

Manufacturers are boosting AI and smart factory investments as digital transformation gains momentum. Most expect economic growth, and 75% now rate their digital maturity at a mid-level.

ML Journal ML Journal February 2025 MLC Research AI artificial intelligence automation and Critical Issues: Transformative Technologies Digital Leadership Machine Learning manufacturing 4.0 Survey Critical Issues
Survey: M4.0 Appears Poised for A Significant Leap

Survey: Leadership Preparedness Improves, but Gaps Remain

Digital manufacturing leaders are improving change management and restructuring for M4.0, but most still lack formal training and feel unprepared for future digital demands.

ML Journal ML Journal October 2024 MLC Research data ecosystems Digital Leadership Leadership Organization People Survey MLC Member News and Research
Survey: Leadership Preparedness Improves, but Gaps Remain

Survey: Manufacturers See AI as a โ€œGame-Changerโ€ as They Ramp Up Investments

Manufacturers are rapidly increasing AI investment, with 78% planning higher spending and nearly half already using generative AI tools. Despite early-stage adoption and workforce/data challenges, 55% expect AI to transform the industry by 2030.

ML Journal ML Journal August 2024 MLC Research AI Critical Issue: Transformative Technologies Critical Issues: Industrial AI Critical Issues: Transformative Technologies Generative AI Machine Learning Survey Critical Issues Industrial AI
Survey: Manufacturers See AI as a โ€œGame-Changerโ€ as They Ramp Up Investments

Survey: Smart Factories Are Still a Work in Progress

Manufacturers are steadily investing in smart factories, but most remain at an intermediate stage of M4.0 adoption. Cultural resistance and organizational change remain the biggest obstacles.

ML Journal ML Journal February 2024 MLC Research AI artificial intelligence Critical Issues: Leadership, Organization, Culture, People Critical Issues: Manufacturing 4.0 Cultures Critical Issues: Transformative Technologies manufacturing 4.0 Survey Critical Issues
Survey: Smart Factories Are Still a Work in Progress

SURVEY: Manufacturers Go All-In on AI

MLC survey shows manufacturers are rapidly adopting AI, with 40% using it widely or in pilots and most expecting it to have the biggest future impact. Companies also say AI is driving process improvement, predictive maintenance, and broader supply chain use.

ML Journal ML Journal October 2023 MLC Research AI artificial intelligence Critical Issues: Industrial AI Critical Issues: Transformative Technologies Generative AI Machine Learning Survey Critical Issues
SURVEY: Manufacturers Go All-In on AI

SURVEY: Choppy Supply Chain Seas Making Skilled Sailors

MLCโ€™s survey finds supply chain disruptions remain widespread, driven by shortages, inflation and labor issues, with 36% expecting them to last over a year. Manufacturers are responding with digital tools, reshoring and regional partnerships to boost resiliency.

ML Journal ML Journal August 2023 MLC Research 2022 Critical Issues 2022 Supply Networks COVID-19 Critical Issues: Resilient 4.0 Supply Chains Digital Leadership Resilient 4.0 Supply Chains Survey Critical Issues Supply Networks
SURVEY: Choppy Supply Chain Seas Making Skilled Sailors

Survey: On Board with Technology, At Sea with Strategy

Manufacturers want digital transformation benefits but often lack a clear strategy, change management, and training plans. Many executives feel unprepared, raising concerns about future competitiveness.

ML Journal ML Journal June 2023 MLC Research Digital Leadership future Leadership Survey MLC Digest
Survey: On Board with Technology, At Sea with Strategy

Survey: Data Mastery is Slow to Mature but Essential

Manufacturers are slowly improving data mastery, with more formal strategies and better data collection, but many still struggle to measure value. The survey says data is already helping make faster, more accurate decisions.

ML Journal ML Journal April 2023 MLC Research Critical Issues: Data Mastery and Analytics Survey Data Mastery
Survey: Data Mastery is Slow to Mature but Essential

Survey: More Expect M4.0 Tech Adoption to Increase

MLC survey finds 89% of manufacturers expect M4.0 technology adoption to increase over the next two years. The post-pandemic surge is driving sustained innovation across operations, jobs and investment.

ML Journal ML Journal October 2022 MLC Research AI artificial intelligence blog Board of Governors COVID-19 Critical Issue: Transformative Technologies manufacturing 4.0 Survey Critical Issues
Survey: More Expect M4.0 Tech Adoption to Increase

Survey: Sustainability Momentum Surges Dramatically

MLC research shows sustainability is now a major driver of manufacturing transformation, with 68% of companies using corporate-wide strategies and 58% calling it essential to competitiveness. 90% of executives say the industry has a special responsibility to move toward a circular economy.

ML Journal ML Journal December 2022 MLC Research 2022 Critical Issues Critical Issues: Sustainability and the Circular Economy Survey Critical Issues
Survey: Sustainability Momentum Surges Dramatically

SURVEY: Manufacturers Get Tough on Cybersecurity

Manufacturers are strengthening cybersecurity with formal plans, dedicated budgets, training, and higher confidence in internal expertise, according to an MLC survey. The biggest risks now are business disruption and vulnerabilities in connected networks.

ML Journal ML Journal August 2022 MLC Research 2022 Critical Issues 2022 Digital m4.0 Technologies Critical Issues: M4.0 Cybersecurity Survey Critical Issues Data Governance, Mastery and Interoperability
SURVEY: Manufacturers Get Tough on Cybersecurity

SURVEY: Digital Leadership Playbook Still Work in Progress

Manufacturing leaders need new digital skills, including technology fluency, data-driven decision-making, and more collaborative structures. Survey respondents say digital transformation is still reshaping the leadership playbook.

ML Journal ML Journal June 2022 MLC Research 2022 Next-Gen Leadership Digital Leadership Leadership People Survey Next-Gen Leadership
SURVEY: Digital Leadership Playbook Still Work in Progress

SURVEY: Manufacturing Supply Disruptions to Last Well Into 2023

MLC survey finds 90% of manufacturers hit by supply disruptions, with over half expecting no major improvement for one to two years. Companies are now redesigning supply chains for greater resilience.

ML Journal ML Journal April 2022 MLC Research 2022 Critical Issues Critical Issues: Resilient 4.0 Supply Chains Resilient 4.0 Supply Chains Survey Critical Issues Supply Networks
SURVEY: Manufacturing Supply Disruptions to Last Well Into 2023

SURVEY: Future Outlook: Hazy

MLCโ€™s survey finds pandemic-driven M4.0 adoption has slowed or stalled for many manufacturers, as talent shortages, supply constraints and budget pressures temper digital transformation plans.

ML Journal ML Journal February 2022 MLC Research COVID-19 Critical Issues: Factories of the Future Future of Manufacturing Project Survey Future of Manufacturing Project
SURVEY: Future Outlook: Hazy