From Pilots to Progress: How Manufacturers Can Scale MES and Industry 4.0 Initiatives the Right Way
At the MES & Industry 4.0 event in Porto, Jeff Winter, VP of Business Strategy at Critical Manufacturing, outlined a practical roadmap for manufacturers ready to move beyond experimentation and into scalable transformation. Start with a Purpose-Built MVP Rolling out MES across
Aligning People, Data, and Priorities: A Real-World Strategy for Scaling Digital Manufacturing
At the MES & Industry 4.0 Summit in Porto, May Yap, Senior Vice President and Chief Information Officer at Jabil, offered a clear message for manufacturers navigating global digital transformation: technology isn’t the hard part—alignment is. Across dozens of production sites and
Rethinking MES Architecture for the Age of AI and Edge Computing
At the MES & Industry 4.0 Summit in Porto, Adélio Fernandes, VP of Engineering and Co-founder of Critical Manufacturing, shared forward-looking insights on how MES (Manufacturing Execution Systems) must evolve to meet the needs of today’s data-intensive, AI-driven factories. His
The Cost of Bad Data: Why Time Series Integrity Matters More Than You Think
Data plays a critical role in shaping operational decisions. From sensor streams in factories to API response times in cloud environments, organizations rely on time-stamped metrics to understand what’s happening and determine what to do next. But when that data
Subscription MES: A New Path to Digital Transformation
What if deploying MES didn’t require a massive budget, a year-long integration plan, or buy-in from every corner of the enterprise? A growing number of manufacturers are shifting away from all-in-one MES rollouts and embracing a more agile approach—building their
From Historical Data to Real-Time Action: Unlocking Industrial Intelligence
Learn how integrating a time series database with your historian helps industrial teams detect issues faster, act in real-time, and build predictive strategies that reduce downtime. Modern industrial systems continuously generate time-stamped data from sensors, PLCs, SCADA systems, and other connected
From Execution to Intelligence: Generative AI’s Role in the Future of MES
At the second edition of the MES & Industry 4.0 International Summit in Porto, Portugal, Lucian Fogoros, Co-founder of IIoT World, spoke with Francisco Almada Lobo, CEO and Co-founder of Critical Manufacturing, about how generative AI is evolving the role of Manufacturing Execution Systems
The Factory Floor Can’t Adapt Without This
Manufacturers are under relentless pressure to adapt—fast. But while the demand for agility is everywhere, the reality on the ground tells a different story. Most factory floors still rely on outdated systems, fragmented data, and manual workarounds that leave them
What Generative AI Is Really Changing on the Factory Floor
Forget the hype. Generative AI isn’t replacing workers or designing entire factories — yet. But it is changing what happens on the factory floor, where complexity, variability, and labor shortages meet real-time decisions. From reducing assembly errors to preserving expertise