Bank of America Corporation
Item Recognition and Profile Generation for Dynamic Event Processing

Abstract:

Aspects of the disclosure relate to processing systems that perform item recognition and profile generation for dynamic event processing. A computing platform may receive a first check image containing first check data, and may generate a profile correlating the first check data to a user account. The computing platform may receive a second check image containing second check data. The computing platform may receive profile information corresponding to one or more recognized fields of the second check image, where the profile information includes the information associated with the profile. The computing platform may determine whether a confidence score indicating a correlation between the second check data and the profile exceeds a predetermined correlation threshold. Based on determining that the confidence score does exceed the predetermined correlation threshold, the computing platform may send commands directing an event processing platform to process the second check image based on the profile.