%X Libraries may have a half dozen to a dozen systems including ExLibris products. Those systems contain one to many data relationships and information needing reporting. There are records needing updating from a decade ago because of wrong publication date, missing barcode, or incorrect fields. There are times where it is essential where systems are needed in order to automate workflows to centralize library data. Visualization tools, database software, and an API software to begin untangling the data. %A Craig Rosenbeck %C Knoxville, TN %L eluna2126 %D 2023 %T Untangle Library Data Spaghetti