Intelligent test data troubleshooting in erp systems

A computer-implemented method for improving test data troubleshooting in an enterprise resource planning (ERP) system, the method comprising:

• receiving an error message generated by an application of the ERP system when processing a set of test data;
• embedding the error message into a message vector;
• searching a vector database comprising a plurality of object vectors, wherein the searching identifies, among the plurality of object vectors, a target object vector matching the message vector;
• retrieving a target object document associated with the target object vector, wherein the target object document contains text descriptions of the error message;
• and
• generating an answer including instructions to modify the set of test data based on the error message and the target object document.

One or more non-transitory computer-readable media having encoded thereon computer-executable instructions causing one or more processors to perform a method for improving test data troubleshooting in an enterprise resource planning (ERP) system, the method comprising:

• receiving an error message generated by an application of the ERP system when processing a set of test data;
• embedding the error message into a message vector;
• searching a vector database comprising a plurality of object vectors, wherein the searching identifies, among the plurality of object vectors, a target object vector matching the message vector;
• retrieving a target object document associated with the target object vector, wherein the target object document contains text descriptions of the error message;
• and
• generating an answer including instructions to modify the set of test data based on the error message and the target object document.