US Patent Issued to Allstate Insurance on Oct. 7 for "Kinetic insights machine" (Illinois Inventor)

ALEXANDRIA, Va., Oct. 8 -- United States Patent no. 12,434,720, issued on Oct. 7, was assigned to Allstate Insurance Co. (Northbrook, Ill.).

"Kinetic insights machine" was invented by Emad Isaac (Downers Grove, Ill.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the disclosure relate to computing platforms that utilize improved machine learning techniques to identify vehicle problems and control ancillary computing systems. A computing platform may receive vibration data corresponding to a vehicle component. Using one or more machine learning models and based on the vibration data, the computing platform may identify a vehicle problem corresponding to the vibration data. After identifying the vehi...