The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 09, 2025
Filed:
Oct. 23, 2023
Allstate Insurance Company, Northbrook, IL (US);
Christopher Paul Gutsell, Gurnee, IL (US);
John P. Kelsh, Antioch, IL (US);
Rebecca Harasymczuk, Chicago, IL (US);
Matthew Gore, Chicago, IL (US);
Nathan Brune, Chicago, IL (US);
John Deans, Northbrook, IL (US);
Allstate Insurance Company, Northbrook, IL (US);
Abstract
Aspects of the disclosure relate to using machine learning methods to produce commercial and shared economy insights. A computing platform may receive historical claim processing information. The computing platform may train a machine learning model using the historical claim processing information, which may configure the machine learning model to output new claim processing information based on claim information. The computer platform may receive a new claim, including claim information, and may process the new claim using the machine learning model, which may result in the new claim processing information. The computing platform may send, to a user computing device, the new claim processing information and one or more commands directing the user computing device to display the new claim processing information, which may cause the user computing device to display the new claim processing information.