Abstract: The disclosure relates to a method for an analysis in a decision system. An example method includes receiving one or more data from a user; inspecting the one or more data; after inspecting the one or more data, training the one or more data; identifying a decision space for the user based on the trained one or more data; training a model to predict an outcome, the outcome being a function of features and decision parameters in the decision space; monitoring a performance of the model in the decision system; receiving a set of features from the user to the model; optimizing the outcome based on the set of features; and displaying the outcome to the user.