Real-Time Data Plumbing: The Hidden Cost of Scaling Predictive Analytics
· Process Manufacturing

Real-Time Data Plumbing: The Hidden Cost of Scaling Predictive Analytics

When manufacturers discuss predictive analytics, the focus often jumps straight to machine learning models or AI. But as the panel “Predict, Prevent, Optimize: Real Results from Augmented Industrial Data”  made clear, the biggest challenge isn’t the math—it’s the plumbing. Data has to move quickly, cleanly, and at scale. Without that foundation, even the smartest model will […]

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