Risk classification of information technology change requests

A method for generating a graphical user interface, comprising:

• receiving, using a processor, an indication of an information technology (IT) change request;
• performing, using the processor, a first risk classification of the IT change request using a decision tree model;
• generating, using the processor, the graphical user interface based on the first risk classification, the graphical user interface indicating risk impacts for each of a plurality of request features;
• receiving, in the graphical user interface, a user modification to a first request feature of the plurality of request features;
• and
• in response to the user modification, automatically performing a second request analysis using the decision tree model.

An article comprising a non-transitory machine-readable storage medium storing instructions that upon execution cause a processor to:

• receive an indication of a change request regarding an information technology (IT) system;
• perform a first risk classification of the change request using a decision tree model;
• generate a graphical user interface based on the first risk classification, the graphical user interface indicating risk impacts for each of a plurality of request features;
• and
• in response to a user modification to at least one request feature of the plurality of request features, automatically perform a second request analysis using the decision tree model.