Abstract: Provided is a system and method for matching documents by line item. In one example, the method may include receiving a target document from a target system and a source document from a source system which are linked, identifying a set of lines in the target document and a set of lines in the source document which cannot be matched based on initial conditions, determining, via a machine learning model, a target line from the identified set of lines in the target document matches a source line from the identified set of lines in the source document based on descriptions included in the target line and the source line, and updating the source system to indicate that the target line from the target document and the source line from the source document are a match.

Abstract: Provided is a system and method for matching documents by line item. In one example, the method may include receiving a target document from a target system and a source document from a source system which are linked, identifying a set of lines in the target document and a set of lines in the source document which cannot be matched based on initial conditions, determining, via a machine learning model, a target line from the identified set of lines in the target document matches a source line from the identified set of lines in the source document based on descriptions included in the target line and the source line, and updating the source system to indicate that the line from the target document and the line from the source documents are a match.