For many manufacturers, factory data is marked by a lack of connectivity, standardization, and context. Research indicates that a lack of contextualization stands between manufacturers' IIoT initiatives and the transformative value they desire. In this whitepaper, we explore how manufacturers can contextualize their factory’s data to break through stagnant data lakes and drive meaningful action.