In the age of digital transformation, data is more than a byproduct—it's a powerful asset. But most manufacturers are sitting on untapped potential. This white paper from Critical Manufacturing explores how modern data platforms, combined with MES systems,…
At Automate Show 2025, one key theme echoed across the exhibit halls: industrial end users in consumer-packaged goods (CPG) and life sciences are under growing pressure to produce faster, smarter, and more flexibly—without adding complexity or cost. But while new tech is…
For manufacturers, utilities, and other industrial operators, time series data—information captured over time from machines, sensors, and control systems—is the backbone of modern operations. But as data volumes grow, many organizations are still struggling to keep…
Industrial AI initiatives fail far more often from poor data foundations than from flawed algorithms. For C-level leaders overseeing digital transformation, the strategic question is not which AI platform to buy but whether their organization's data…
In the highly competitive consumer packaged goods (CPG) sector, manufacturers are under increasing pressure to meet shifting consumer demands, accelerate product innovation, and achieve sustainability targets—all within limited physical and energy infrastructure. According to Neil Smith…
At a time when Industry 4.0 conversations dominate industrial trade shows and boardrooms alike, many manufacturers still miss the mark. The problem isn’t the technology. It’s how it’s being approached. Jeff Winter, a well-known voice in…
Operational technology environments face a rapidly escalating threat landscape. Ransomware groups now routinely target industrial control systems, and the convergence of IT and OT networks has expanded the attack surface for critical infrastructure operators across energy,…
At Hannover Messe 2025, John Harrington of HighByte offered a timely reminder: as AI races ahead in the industrial sector, the infrastructure supporting it—specifically, DataOps—needs to keep up. While AI dominates the headlines, its power is fundamentally…
Manufacturing AI is evolving beyond dashboards and predictive alerts into a new paradigm: autonomous agents that can perceive their environment, reason about constraints, and take action without waiting for human approval. This IIoT World explainer maps…
As the conversation shifts from Industry 4.0 to 5.0, one problem remains unsolved: most industrial environments are running on legacy infrastructure. Machines last decades. Control systems are often 30 years old. But the demands placed on…
The factory of the future is not being built from the cloud down; it is being rebuilt from the edge up. In this article, IIoT World explores how modern edge data architectures are fundamentally changing manufacturing…
At Hannover Messe 2025, there’s one term on everyone’s lips: AI. But amidst the noise, Francisco Almada Lobo brings a clear, strategic voice to the table—cutting through the hype to highlight what actually matters in manufacturing…