Manufacturing organizations benefit from automation, but struggle to manage and extract value from the massive volumes of data due to the proliferation of data silos and complex data supply chains. The Fourth Industrial Revolution (Industry 4.0) - now present - promises to offer tools to unlock the value of these massive quantities of data with technologies such as Data Analytics, Machine Learning & Industrial IoT. This paper explores how a Data Cloud on AWS can simplify digital transformation with a single data repository to unify data and provide a secure environment to extract, visualize, and share higher quality data insights from all data types, driving improved OEE and overall improved productivity, availability, and product quality at lower cost.