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:
Jun. 09, 2026
Filed:
Apr. 06, 2022
The Toronto-dominion Bank, Toronto, CA;
The Toronto-Dominion Bank, Toronto, CA;
Abstract
The disclosed embodiments include computer-implemented processes that predict service-specific attrition events using trained artificial-intelligence processes. For example, an apparatus may generate an input dataset based on elements of first interaction data associated with a first temporal interval. The elements of first interaction data includes an element of geographic data or an element of engagement data. Based on an application of a trained artificial-intelligence process to the input dataset, the apparatus may generate output data representative of a predicted likelihood of an occurrence of an attrition event during a second temporal interval that is subsequent to the first temporal interval, and separated from the first temporal interval by a corresponding buffer interval. The apparatus may transmit at least a portion of the generated output data to a computing system, which may perform operations based on the portion of the output data.