1. A method comprising: receiving an original text file and an indication of an associated document type; converting the original text file to an image having an associated format and associated resolution; causing execution of an Optical Character Recognition (OCR) process against the image; and calculating, with a processor, an accuracy score of the OCR process based on a comparison of the original text file and a converted text file, wherein the converted text file is based on the OCR process.