1. A method for using a wizard control panel in a natural language (NL) conversational system, comprising: receiving a user interaction with the NL conversational system that includes the use of an Automated Speech Recognition (ASR) component, a Natural Language Understanding (NLU) component, a Dialog Manager (DM) component, and a Natural Language Generation (NLG) component during a dialog flow; displaying the wizard control panel including a display of elements that are used for affecting an automatic operation of at least one of the different components of the NL conversational system during the dialog flow; determining when an input is received that is associated with one of the elements of the wizard control panel; determining a current component of the dialog flow; and submitting to the current component updated results based on the input that modify results automatically determined by the current component of the NL conversational system.