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:
Mar. 10, 2026
Filed:
Nov. 27, 2023
Stripe, Inc., South San Francisco, CA (US);
Alexander Thiemann, South San Francisco, CA (US);
Ji Huang, South San Francisco, CA (US);
Arne Roomann-Kurrik, South San Francisco, CA (US);
Stripe, Inc., South San Francisco, CA (US);
Abstract
Disclosed herein are methods and systems for using machine learning to improve the likelihood of success of recurring transactions. In one example, a suite of different machine learning models can be used together, such that a first machine learning model predicts a likelihood of success for a recurring transaction associated with a user account and the second machine learning model predicts whether a pre-authorization would help with the predicted likelihood of success. As a result, a server may pre-authorize the recurring transactions at a time earlier than the scheduled transaction time and place a hold on the user account using an amount predicted by the second machine learning model where the hold amount can be adjusted in accordance with the user account's activities. Data associated with the recurring transaction itself can be ingested by the second machine learning model for re-calibration purposes.