US Patent Issued to Allstate Insurance on Sept. 8 for "Adaptable on-deployment learning platform for driver analysis output generation" (California Inventors)

ALEXANDRIA, Va., Sept. 8 -- United States Patent no. 12,731,032, issued on Sept. 8, was assigned to Allstate Insurance Co. (Northbrook, Ill.).

"Adaptable on-deployment learning platform for driver analysis output generation" was invented by Juan Carlos Aragon (Redwood City, Calif.) and Regina Madigan (Mountain View, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the disclosure relate to enhanced processing systems for providing dynamic driving metric outputs using improved machine learning methods. A computing platform may receive sensor data from vehicle sensors. The computing platform may generate a pattern deviation output corresponding to an output of a sensor data analysis model, an ac...