The single biggest issue facing asset managers in discrete manufacturing and process production industries is how to make use of all the data being collected with the Industrial Internet of Things (IIoT) and enterprise asset management systems. Correcting the absence of a structured data schema for analytics suitability requires accurate master data records, equipment hierarchies, problem-failure mapping systems, failure codes and more.