US Patent Issued to Ayla Networks on July 15 for "Unified recommendation engine" (Canadian Inventor)

ALEXANDRIA, Va., July 16 -- United States Patent no. 12,363,021, issued on July 15, was assigned to Ayla Networks Inc. (Milpitas, Calif.).

"Unified recommendation engine" was invented by Sebastian Maurice (Toronto).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method receives, from one or more subsystems, predicted outcomes associated with a device. The method provides provide at least a subset of the predicted outcomes as input to a machine learning model trained to identify a set of resolution actions. The method receives, from the machine learning model, the set of resolution actions for the subset of the predicted outcomes, wherein each resolution action in the set of resolution actions is associated w...