ALEXANDRIA, Va., June 16 -- United States Patent no. 12,308,115, issued on May 20, was assigned to Prefcards LLC (Las Vegas).

"Automated data aggregation with file analysis and predictive modeling" was invented by Paul Reynolds (Las Vegas), Brandon Reynolds (Las Vegas), Neil McGuire (Broadway, N.C.) and Chad Ramos (Las Vegas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems, methods, and devices for data ingestion and aggregation, file analysis, and predictive modeling. A method includes ingesting an unstructured file comprising text. The method includes providing the unstructured file to a file analysis machine learning algorithm configured to execute optical character recognition processing to identif...