SYSTEM, METHOD AND APPARATUS FOR ADAPTIVELY EXPLORING LENDING MODEL IMPROVEMENT

    公开(公告)号:US20240177233A1

    公开(公告)日:2024-05-30

    申请号:US18070726

    申请日:2022-11-29

    申请人: Affirm, Inc.

    IPC分类号: G06Q40/02

    CPC分类号: G06Q40/025

    摘要: A method for exploring lending approval model improvement may include receiving a plurality of loan applications, applying a model to the loan applications to determine an approved set of customers approved for financing under the model and a set of rejected customers rejected for financing under the model, determining, from the set of rejected customers, a selected group of rejected customers and approving the selected group for financing, where loan repayment activity of the selected group defines an exploratory data set, determining, based on the exploratory data set, a set of successful rejected applicants that repay loans associated with the financing for which the selected group was approved, and employing the exploratory data set to evaluate the model for replacement or modification based on the set of successful rejected applicants.

    METHOD AND APPARATUS FOR FACILITATING ONBOARDING OF MERCHANTS INTO AN ONLINE COMMERCIAL ECOSYSTEM

    公开(公告)号:US20230334563A1

    公开(公告)日:2023-10-19

    申请号:US17723871

    申请日:2022-04-19

    申请人: Affirm, Inc.

    IPC分类号: G06Q40/02

    CPC分类号: G06Q40/025 G06Q50/01

    摘要: A method of facilitating merchant onboarding to a selective financing and payment platform may include automatically gathering information on a plurality of websites of candidate merchants and automatically processing the gathered information with a selected underwriting algorithm to determine whether one or more of the candidate merchants are eligible to be selected candidates for integration into the selective financing and payment platform. The method may further include, responsive to identification of a selected candidate determined to be eligible, providing an onboarding package to the selected candidate to enable the selected candidate to offer financing terms to customers via the selective financing and payment platform.

    Method and Apparatus for Facilitating Merchant Cash Advances on the Basis of Forecasted Return Volume

    公开(公告)号:US20230298029A1

    公开(公告)日:2023-09-21

    申请号:US17697868

    申请日:2022-03-17

    申请人: Affirm, Inc.

    IPC分类号: G06Q20/40

    CPC分类号: G06Q20/4016

    摘要: A method of evaluating a merchant cash advance option may include receiving time series information including a plurality of signals representing transactions of merchants and customers where at least one of the signals relates to product returns. The method may further include aggregating the time series information, generating a plurality of trained models associated with the product returns, employing a selected model to forecast return volume and repurchase volume for a given merchant, determining a risk assessment value for the given merchant, and, if the risk assessment value is below a risk threshold, providing an offer of a merchant cash advance to the given merchant based on the forecast return volume and repurchase volume.

    System, Method and Apparatus for Providing Improved Electronic Disclosure of Credit Terms

    公开(公告)号:US20230186382A1

    公开(公告)日:2023-06-15

    申请号:US17546292

    申请日:2021-12-09

    申请人: Affirm, Inc.

    摘要: A method for providing an interface to a user in relation to extension of a loan to the user may include receiving user information associated with the user and transaction information associated with a transaction of the user with respect to a product or service offered by a vendor. The method may further include, responsive to a credit extension decision with respect to a financing option based on the user information and the transaction information, generating one or more credit offers to present to the user, and, responsive to user selection of a selected credit offer, generating a composite disclosure comprising a first section including payment details for pay back of a loan associated with the selected credit offer and a second section including legal or required disclosure materials associated with the selected credit offer.

    Code completion
    7.
    发明授权

    公开(公告)号:US11442702B2

    公开(公告)日:2022-09-13

    申请号:US16579750

    申请日:2019-09-23

    申请人: Affirm, Inc.

    摘要: A system and method may provide assistance to programmers during programming to reduce the number of routine tasks that must be performed. In some aspects, the system may suggest one or more code snippets that comprise code completions. The code snippets may be single or multi-token. In some aspects, the system may provide predictive editing or predictive navigation, where the system may predict edits or navigation actions based on a programmer's actions. In some aspects, the system is based on machine learning methods and is trained on past actions of programmers in a code editor.

    SYSTEM AND METHOD FOR MAKING PURCHASE PAYMENTS AFTER PAYMENT FAILURES

    公开(公告)号:US20240202736A1

    公开(公告)日:2024-06-20

    申请号:US18590209

    申请日:2024-02-28

    申请人: Affirm, Inc.

    IPC分类号: G06Q20/40 G06Q20/24

    CPC分类号: G06Q20/407 G06Q20/24

    摘要: When a loan payment failure occurs, a loan server can retry a payment from a client's financial institution sources rather than immediately charging the client for the payment failure. The payment retry is scheduled on a Friday that is at least three days after the payment failure. If a payment failure from the financial institution sources to the loan server occurs between a Friday and the following Monday the payment retry by the loan server to the financial institution sources will occur on the first following Friday and if the payment failure occurs on Tuesday, Wednesday or Thursday, the payment retry will occur on the second following Friday which is the Friday of the following week from the failure date.