ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,705,422, issued on Aug. 11, was assigned to The Toronto-Dominion Bank (Toronto).

"Machine learning system for generating recommended electronic actions" was invented by Matthew Walter Misler (Mississauga, Canada), Devon David Jorlett (Crystal, Minn.) and Blake Andrew Dudgeon (Milton, Canada).

According to the abstract* released by the U.S. Patent & Trademark Office: "In one or more aspects, there is provided a machine learning system and method for generating recommended electronic actions on user interfaces of requesting user interface query devices. In one or more aspects there is provided a machine learning based engine and device to process multiple modes of input user interface ...