Data processing systems with machine learning engines for dynamically generating risk index dashboards

Abstract

Methods, computer-readable media, software, and apparatuses include receiving, from a plurality of risk information sources, risk information associated with a user account, wherein the risk information includes a plurality of risk components, determining, for each of the plurality of risk components, an impact score and a risk probability by applying a machine learning model to risk information associated with the user account, generating an interactive risk index dashboard including a plurality of interactive risk index elements, wherein each of the plurality of interactive risk index elements is associated with a risk component of the plurality of risk components, and displaying, on the display of the apparatus, the interactive risk index dashboard, wherein each of the plurality of interactive risk index elements is displayed in a portion of the interactive risk index dashboard in accordance with a respective determined impact score and risk probability.

What is claimed is: 
     
         1 . An apparatus comprising:
 a display;   one or more processors; and   memory storing computer-readable instructions that, when executed by the one or more processors, cause the apparatus to:
 receive, from a plurality of risk information sources, risk information associated with a user account, wherein the risk information includes a plurality of risk components; 
 determine, for each of the plurality of risk components, an impact score and a risk probability by applying a machine learning model to risk information associated with the user account; 
 generate an interactive risk index dashboard including a plurality of interactive risk index elements, wherein each of the plurality of interactive risk index elements is associated with a risk component of the plurality of risk components; and 
 display, on the display of the apparatus, the interactive risk index dashboard, wherein each of the plurality of interactive risk index elements is displayed in a portion of the interactive risk index dashboard in accordance with a respective determined impact score and risk probability.