A method is provided for configuring a final data set to use for modeling a manufacturing process, the method including requesting a real-time data set from a real-time database, requesting an historical data set from an historical database, and defining a required format for the final data set. The method also includes combining the real-time data set from the real-time database with the historical data set from the historical database using the required format for the final data set.