Modern manufacturers face a paradox: despite generating more data than ever, as much as 80–95% of valuable operational data remains unused. The result? Missed opportunities, fragmented visibility, and stalled digital transformation efforts. Our new executive booklet, based…
Industrial AI has moved beyond the proof-of-concept phase, and manufacturers now face a critical question: where is the real return on investment? In this analysis, IIoT World examines the specific use cases, from predictive quality to…
Manufacturing plants generate enormous volumes of data every second, from vibration sensors on rotating equipment to temperature readings in chemical reactors and throughput counters on packaging lines. Yet the vast majority of this data is never…
AI agents are rapidly transforming industries, and manufacturing is no exception. While initial applications focused on optimizing HR, finance, legal, and claims management, AI agents are now driving significant improvements in core manufacturing operations. These intelligent…
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,…
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…
Artificial intelligence dominates manufacturing strategy conversations, yet most industrial AI projects stall before they deliver measurable value. The missing ingredient is almost always the same: reliable, contextualized data flowing from IoT sensors, PLCs, and edge devices…
The ability to efficiently manage and distribute data is critical for modern manufacturing operations. As factories become more digitized, the need for real-time, scalable, and flexible data communication systems has increased. MQTT brokers provide a solution that helps…
We live in an era marked by climate urgency and resource scarcity, industries face the dual challenge of meeting growing energy demands while minimizing their environmental footprint. Outdated factories, inefficient processes, and power-hungry data centers exacerbate…
At Hannover Messe 2025, conversations about digital transformation are no longer focused on whether to invest in data infrastructure—but how to scale it efficiently. In a live discussion with John Harrington, Co-Founder and Chief Product Officer at HighByte, a…
Energy consumption is one of the most underutilized data streams in industrial maintenance, yet it often provides the earliest and most reliable signal that equipment is beginning to fail. Energy-centric predictive maintenance flips the traditional approach…