Abstract: An enhanced modeling tool associated with an entity may facilitate end-to-end modeling of problems in any application space. The enhanced modeling tool may collect modeling data from a variety of sources, check the collected data, find the best predictor variables for a given target variable, estimate the model, implement the model, and validate the model. The output of each of these steps may be in a standardized format to allow other steps to directly incorporate the output. An additional feature of the system may include a reporting capability that generates supporting documents related to model governance and risk compliance.

Abstract: The minimum payment requirement for a customer may be a higher amount than conventional or industry-standard credit cards. In one exemplary embodiment, at least one memory storing computer executable instructions that, when executed, cause the apparatus at least to: provide a minimum payment requirement towards a balance associated with a revolving account, wherein the minimum payment requirement is approximately 15-25% of the balance, provide an interest rate for the revolving account that is a function of the minimum payment requirement, and initiate the execution of an assessment if the minimum payment requirement is not met.

Abstract: An enhanced modeling tool associated with an entity may facilitate end-to-end modeling of problems in any application space. The enhanced modeling tool may collect modeling data from a variety of sources, check the collected data, find the best predictor variables for a given target variable, estimate the model, implement the model, and validate the model. The output of each of these steps may be in a standardized format to allow other steps to directly incorporate the output. An additional feature of the system may include a reporting capability that generates supporting documents related to model governance and risk compliance.