Bank of America Corporation

Barry Hall

Charles Christopher Harbinson

Adam Nathaniel Desautels

Letishia Renee Hunt

Brendan P Murphy

Verlon S Watson

Aspects of the disclosure relate to performing enhanced deposit item processing using cognitive automation tools. In some embodiments, a computing platform may receive, from a deposit item input support server, image data associated with a deposit item. Subsequently, the computing platform may apply a machine learning classification model to the image data associated with the deposit item. In doing so, the computing platform may produce one or more predicted values for one or more fields of the deposit item and one or more confidence scores for the one or more predicted values. Based on these predicted values and confidence scores, the computing platform may generate and send one or more commands directing the deposit item input support server to accept or reject the deposit item, which in turn may cause the deposit item input support server to accept or reject the deposit item.

Growing community of inventors

Charlotte, NC, United States of America

Barry Hall