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Articles tagged as industrial data strategy

Industrial AI Is Waiting on Data Infrastructure

Industrial companies want AI systems that can predict failures, optimize production, reduce energy consumption, and improve operational visibility across facilities. Many already have sensors, connected equipment, cloud platforms, and years of historical operational data. Yet a…

Why Time-Series Data Is Manufacturing’s Most Underused Asset

Time-series data is manufacturing's most underused asset. Every machine produces continuous signals: vibration signatures, torque readings, and temperature curves. These signals can reveal what will happen, including what happened. Yet most plants aggregate this data into…

Industry 4.0 project stuck in pilot? Tackle these 5 roadblocks

According to the World Economic Forum, 70% of Industry 4.0 projects never move beyond the pilot phase. Research by IndustryWeek shows 86% of manufacturers are pursuing digital transformation, yet most stall on data. According to HighByte,…

How Manufacturers Can Build Real Momentum in Digital Transformation

At the Automate Show in Detroit, Gregory Tink, Digital Transformation Consulting Director at Schneider Electric, shared a clear and actionable approach to industrial digital transformation—one that moves beyond buzzwords and into scalable, measurable progress. Start with Strategy,…