The right data is transformational. And once a manufacturer has a continuous material-centric view of operations, with centralized, standardized data and continuous intelligence, they can move to the final step towards Industry 4.0 Smart Manufacturing. ThinkIQ Transform uncovers root causes and effects with an ongoing, contextualized stream of data over time, as well as robust machine learning processing. With this cause and effect data analysis, linked to KPIs and industry standards, ThinkIQ Transform helps you immediately spot operational anomalies as well as opportunities for improvement.