20250190844. Database Data Structure Manage (Truist Bank)

DATABASE AND DATA STRUCTURE MANAGEMENT SYSTEMS AND METHODS FACILITATING DEVIATION DETECTION OF STATISTICAL PROPERTIES OF DATA

Abstract: systems and methods monitor, via the database and data structure management processes, data distribution of incoming data to detect recent deviation in parameters influencing statistical properties of the incoming data relative historical parameters of historical data stored to data storage location(s). the monitoring includes extracting parameters associated with users from the incoming data, evaluating the data distribution of the extracted data parameters of the incoming data to determine whether the distribution of the parameters is consistently changing relative the historical parameters, where the parameters include user parameters associated with users, and determining whether changes to the parameters would statistically influence predictive processes implemented by an entity, the predictive processes being reliant upon the parameters. an alert indicating that the predictive processes are likely to be influenced by the changes to the parameters is transmitted to device(s) associated with implementing the predictive processes.

Inventor(s): Tufail Ahmed Khan, Pranjal Goswami, Changyong Wei

CPC Classification: G06N20/00 (Machine learning)

Search for rejections for patent application number 20250190844