- Patent Title: System and method for account transaction and balance prediction
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Application No.: US16895228Application Date: 2020-06-08
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Publication No.: US11328366B2Publication Date: 2022-05-10
- Inventor: Jeremy Rephlo , Daniel L. Struble , Mohamed Lafeer , Robert D. Rowley , Nondini A. Naqui , Sarah Calandro , Colin Hart
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Agency: Troutman Pepper Hamilton Sanders LLP
- Agent Christopher J. Forstner; John A. Morrissett
- Main IPC: G06N99/00
- IPC: G06N99/00 ; G06Q10/00 ; G06Q40/00 ; G06N20/00

Abstract:
A system includes a financial data storage that stores internal account data, external account data, and transaction data, a communications interface configured to receive external account data from an external data source and transaction data from a merchant, and a database manager that cooperates with the communications interface to store the external account data and the transaction data. The system also includes an account balance prediction processor configured to identify recurring expense transaction(s) and recurring income transaction(s) and update them based on user input, determine predicted expense transaction(s) and a predictive income using a predictive model, and calculate a predicted account balance. The system also includes a transaction monitor configured to compare one or more actual expense transactions with one or more predicted expense transactions, and an alert transmitter configure to generate and transmit one or more alerts based on the comparison.
Public/Granted literature
- US20200302552A1 SYSTEM AND METHOD FOR ACCOUNT TRANSACTION AND BALANCE PREDICTION Public/Granted day:2020-09-24
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