Systems and methods for machine-assisted document input

A method for machine-assisted document input, comprising:

• receiving, at a data extraction application executed by a computer processor, a document or email, wherein the document or email comprises a billing statement;
• generating, by the data extraction application, a transcript of the document or email, wherein the transcript comprises a plurality of text groups from the document or email and a location for each text group in the document or email;
• retrieving, by the data extraction application, a vendor-agnostic machine learning model;
• associating, by the data extraction application, each of the plurality of locations in the document or email with a billing field using the vendor-agnostic machine learning model;
• extracting, by the data extraction application, each of the text groups into one of the billing fields based on the association;
• and
• transmitting, by the data extraction application, the billing fields with the extracted data to a user electronic device.

A method for machine-assisted document input, comprising:

• receiving, at a data extraction application executed by a computer processor, a document or email, wherein the document or email comprises a billing statement;
• generating, by the data extraction application, a transcript of the document or email, wherein the transcript comprises a plurality of text groups from the document or email and a location for each text group in the document or email;
• applying, by the data extraction application, a pattern matching algorithm to the text groups in the transcript to identify billing fields based on a pattern of the text groups and locations in the document or email;
• extracting, by the data extraction application, each of the text groups into one of the billing fields based on the pattern;
• and
• transmitting, by the data extraction application, the billing fields with the extracted data to a user electronic device.