公开(公告)号：US11886321B2

公开(公告)日：2024-01-30

申请号：US17444789

申请日：2021-08-10

申请人： JPMorgan Chase Bank, N.A.

发明人： Aquelah Davis ,  Iqbal M Khan ,  Edwin L Tate ,  Paula Fetterman ,  Peter J Evans ,  Stephanie M Cromuel ,  Sharon L Williams ,  Paroul Bhandari ,  Dillon W Sullivan ,  Nicoleta Mihai

IPC分类号： G06F9/44 ,  G06F11/36 ,  G06N20/00

CPC分类号： G06F11/3616 ,  G06N20/00

摘要： A system and method for automatic coding out biases in applications, systems, and processes are disclosed. A processor operatively connected to a memory via a communication interface applies an intake process based on received inventory data to applications, systems, and processes and implements a machine learning model in response to applying the intake process. The processor also identifies areas of the potential bias data within the applications, systems, and processes by utilizing the machine learning model based on analyzing response data received during the intake process; generates output data that includes bias data and exceptions data identified for the applications, systems, and processes; and mitigates the bias data and exceptions data in response to the output data by implementing a mitigation process.