US 11,776,065 B2
Utilizing machine learning models to automatically perform actions that maintain a plan for an event
Ljubica Chatman, McLean, VA (US); Michael Mossoba, McLean, VA (US); Abdelkadar M'Hamed Benkreira, McLean, VA (US); Joshua Edwards, McLean, VA (US); and Tyler Maiman, McLean, VA (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Oct. 4, 2021, as Appl. No. 17/449,865.
Application 17/449,865 is a continuation of application No. 16/523,087, filed on Jul. 26, 2019, granted, now 11,138,674.
Application 16/523,087 is a continuation of application No. 16/280,675, filed on Feb. 20, 2019, granted, now 10,410,294, issued on Sep. 10, 2019.
Prior Publication US 2022/0028011 A1, Jan. 27, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06Q 40/12 (2023.01)
CPC G06Q 40/12 (2013.12) 20 Claims
OG exemplary drawing
 
1. A method, comprising:
processing, by a device and with a machine learning model, plan information, identifying an item associated with a plan, and transaction information, identifying one or more transactions, to identify a first transaction, of the one or more transactions, as being related to the plan;
determining, by the device and based on the first transaction, that a threshold preference, associated with the item, is satisfied;
processing, by the device and based on determining that the threshold preference is satisfied, item information associated with the item, the plan information, and the transaction information to determine one or more recommendations for the plan; and
automatically performing, by the device and based on the one or more recommendations for the plan, one or more actions for the plan.