Abstract: Disclosed herein are exemplary implementations of systems and methods for utilizing a machine learning model to identify logical inconsistencies. An aspect of the disclosed embodiments includes a method comprises receiving, via a network, a document related to a user; receiving, from the machine learning model, a predetermined label and a value associated with the predetermined label wherein the value is associated with a location on the document; storing the predetermined label and the value associated with the predetermined label in a structured data object; identifying, based a consistency rule, a logical inconsistency in the structured data object; generating a visualization based on the logical inconsistency and providing, at a display device, the structured data object, wherein the structured data object includes the visualization of the logical inconsistency.