Systems and methods for enabling relevant data to be extracted from a plurality of documents

A method for enabling target data to be extracted from documents, the method comprising:

• placing a plurality of documents including target data into an unprocessed directory;
• performing a zone-based natural language understanding process on each of the plurality of documents in the unprocessed directory;
• building a key-value map having a plurality of fields for each of the plurality of documents in the unprocessed directory based on the zone-based natural language understanding process, the key value map being populated with one or values corresponding to one or more of the plurality of fields;
• moving one or more failed documents of the plurality of documents from the unprocessed directory to a failed directory when a number of values included in the key-value map for each of the one or more failed documents does not meet a threshold;
• moving one or more processed documents of the plurality of documents from the unprocessed directory to a processed directory when the number of values included in the key-value map for each of the one or more processed documents meets the threshold;
• and
• using one or more dataset built from the fields in the processed documents in the processed directory to train an extraction algorithm to extract the target data from additional documents.

A system for extracting target data from a plurality of documents, the system comprising:

• a user interface including a display screen;
• a memory storing an extraction algorithm trained to extract target data from a plurality of documents using label tensors created by identifying an overlapping region of first coordinate data corresponding to labeled target areas of training documents and the second coordinate data corresponding to pieces of extracted text of the training documents;
• and
• a processor configured to use the extraction algorithm for additional documents to place additional target data from the additional documents into a single database for display on the display device of the user interface.