System, Method and Apparatus for Making Credit Decisions at a User-Level

A method for employing user-level credit decisions in relation to extension of a loan to a user may include receiving prequalification information associated with a user and employing a first credit extension model to execute a first credit extension decision based on the prequalification informatio...

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Bibliographische Detailangaben
Hauptverfasser: Mai, Quynh, Chen, Wei, Dao, Angela, Lemire, Donald, Wu, Yonglin, Bushoy, Yael, Carroll, Colleen, Tadina, Anthony, Jagadish, Sidd, Palacios, Zachary
Format: Patent
Sprache:eng
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Zusammenfassung:A method for employing user-level credit decisions in relation to extension of a loan to a user may include receiving prequalification information associated with a user and employing a first credit extension model to execute a first credit extension decision based on the prequalification information, where the first credit extension decision is associated with a first credit limit. The method may include employing a second credit extension model, different from the first credit extension model, to execute a second credit extension decision based on the prequalification information and relationship information associated with current and prior interactions between the user and a lending entity making the first credit extension decision and the second credit extension decision, where the second credit extension decision is associated with a second credit limit. The method may also include determining, based on the first and second credit extension decisions, whether to extend a predefined credit limit to the user.