Rules/model-based data processing system for intelligent event prediction in an electronic data interchange system

A system for electronic data interchange (EDI) management comprising:

• a memory for storing the EDI document data and a machine learning model representing a set of features of EDI documents and a corresponding status;
• a processor;
• a non-transitory computer readable medium storing thereon a set of computer executable instructions, the set of computer executable instructions comprising instructions for:
• accessing an EDI file, the EDI file comprising envelope metadata for an envelope and a first EDI document;
• and
• translating the EDI file into a first translated EDI document containing the envelope metadata and a set of EDI document data extracted from the first EDI document, the first translated EDI document formatted according to a hierarchical structure comprising attributes translatable into features processable by the machine learning model to determine a status of the first EDI document.