The Spotfire whitepaper outlines how manufacturers can continuously improve process control by leveraging visual data science. It emphasizes real-time analytics, predictive maintenance, and process digital twins to reduce downtime, improve yield, and enhance product quality. Tools like multivariate analysis, root cause detection, and machine learning (e.g., GBM modeling) help optimize operations and address complex issues. The platform supports proactive monitoring, regulatory compliance, and sustainability goals—ultimately transforming factories into agile, data-driven ecosystems with higher productivity, efficiency, and reliability.

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