News and Insights
Managing Data Complexity with Trusted Hybrid AI
A hybrid approach combining generative and symbolic AI brings control and explainability when interpreting complex, real-world data.
Managing Data Complexity with Trusted Hybrid AI
A hybrid approach combining generative and symbolic AI brings control and explainability when interpreting complex, real-world data.
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.
Can AI Agents Catalyze Faster, Smarter Product Design?
AI agents help manufacturers speed product design by surfacing cross-system insights, reducing rework and automating routine tasks. They enhance human judgment with relevant options and historical context, especially when paired with strong governance and clear KPIs.
How Manufacturers Can Achieve GenAI Success
Manufacturers can maximize GenAI by centralizing tools, rethinking business models, supporting workers, closing talent gaps, building partnerships and focusing data strategy on AI readiness.
Mastering Manufacturing Data for Real Advantage
Manufacturers generate vast data, but fragmented systems and weak governance limit its value. A staged approach focused on reliability, ownership, and monitoring turns data into faster, more confident decisions.
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.
Digital Transformation Project Success Depends on Quality Data
Digital transformation projects often fail because of poor data quality, not just people, process or technology gaps. As AI becomes central to manufacturing, clean, reliable data is even more critical to success.
Developing a Manufacturing Data Strategy
A strong manufacturing data strategy improves visibility, resilience, and collaboration through AI, IIoT, analytics, and governance. Success requires both technology and cultural change to turn data into action.
Using AI to Boost Supply Chain Visibility and Resiliency
AI 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.
Welcome New Members of the MLC April 2025
Introducing the latest new members to the Manufacturing Leadership Council
MLC welcomes new members from leading manufacturers and industrial firms, including Amazon Web Services, Trinity Industries, Koch Industries, Eli Lilly, and Fujifilm Diosynth Biotechnologies.
Smart AI Moves: Build Your Supply Chain Step by Step
Build a strong AI foundation before scaling supply chain transformation. Focus on clear goals, cost-benefit analysis, and support across people, processes, data, and technology.
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.
Resilient Supply Chains and the Digital Thread
Digital thread principles improve supply chain resilience by enabling real-time, contextual data flow, better metrics, and integrated redesigns across operations. Lean practices and advanced analytics help reduce risk and improve agility.
Germany, Canada Push Back on U.S. Policies at Opening of Hannover Fair
At Hannover Fair, German and Canadian leaders criticized U.S. tariffs and trade policy while backing free trade and Canada’s sovereignty. Siemens highlighted AI as central to future industrial competitiveness.
Rethink 2025 Is Coming Up Fast
Rethink 2025, the Manufacturing Leadership Council’s annual digital transformation conference, takes place June 15–18 in Marco Island, Florida, featuring industry leaders, peer sessions and the Manufacturing Leadership Awards Gala.
Autonomy’s Path: Operations Transformed with Production Logistics
Automating material movement and data flow is key to autonomous operations, helping manufacturers cut labor costs, improve resilience, and boost competitiveness. Success requires holistic production logistics planning and leadership.
How Will GenAI Prompt a Step Change Toward Autonomous Supply Chains?
GenAI could accelerate autonomous supply chains, but most companies are still reassessing projects amid risk and implementation hurdles. Success is far likelier for firms with a strategic vision, AI-ready data, and strong cyber protections.
MLC in 2024: Photo Gallery
MLC’s 2024 events, including Rethink, the Awards Gala and plant tours at Amazon and Enersys, showcased networking, innovation and digital transformation in manufacturing.
20 Scenes from the 20th Anniversary of Rethink and the ML Awards Gala
The Manufacturing Leadership Council drew a record 900 attendees to its 20th Rethink event, spotlighting digital transformation in manufacturing, industry trends, and awards honoring more than 150 companies and individuals.
