A method of processing a plurality of source documents into scanned images of the source documents includes evaluating the plurality of source documents to thereby assign one or more source document quality metrics indicative of source document image quality. The plurality of source documents are comprised by a project and the source documents of the project are from a common source document type. The source document types include, for example, book pages, paper documents, microfilm documents, machine-printed documents, handwritten documents, print media documents, public records, microfiche documents, and/or the like. The method also includes scanning each of the plurality of source documents to thereby create one or more electronic image files comprising the scanned images and coupling the source document quality metrics to the electronic image files such that the source document quality metrics are thereafter accessible for post-production activities.