ABC faced two major issues when utilizing the data collected. One is the size, complexity, and disparity of the data collected would take lot of man-hours to process and evaluate. Two is real-time data cannot be put into use due to the nature of data science analysis.

Joy Global's existing business processes required customers to work through an unstable legacy system to collect mass volumes of data. With inadequate processes and tools, field level analytics were not sufficient to properly inform business decisions.

Embedded Energy Technology (EET) wanted to build a dashboard for their customers to visualize the data analytics for the stream systems. They wanted the readings collected from the sensors to provide a complete picture of what is happening inside the component, and are displayed in a Web Portal that analyzes and presents the data in a concise format. The dashboard interface will also let customers set up email and text message alerts to be triggered when temperatures of the sensors customer select fall outside of the range they set. Summary reports are emailed monthly that highlight total energy savings, component health and month-over-month / year-over-year comparisons.