Recent interest in Industry 4.0 analytics has accelerated digital transformation across most industries, especially process manufacturing. Many owner-operators have engaged in software pilots to explore options for reducing costs, increasing overall equipment effectiveness (OEE) and regulatory compliance.

Despite this evolution, the adoption of advanced analytics tools still presents certain challenges. The extensive and complicated tooling landscape can be daunting, and many end users lack fundamental understanding of process data analytics. Combined with a lack of awareness of the practical benefits that analytics offer, this situation leaves many engineers stuck in day-to-day firefighting, using spreadsheets and basic trend analysis tools for the bulk of their daily analyses.

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