Automatically generating conversational services from a computing application

A computer-implemented method, comprising:

• receiving first input data by a computing environment comprising data representative of one or more user interactions with one or more programmatic elements, data representative of the one or more programmatic elements, and data representative of a state of an application in which the one or more programmatic elements are being executed;
• processing the first input data to generate intermediate processed input data by:
• partitioning the first input data according to one or more selected application states;
• ordering the one or more selected application states as one or more elements of a state graph, wherein the state graph comprises data representative of one or more dependencies among the one or more selected application states;
• and
• extracting one or more service application program interfaces (APIs) as one or more paths of the state graph, the one or more paths comprising data representative of one or more parameters for the extracted one or more service APIs;
• and
• generating a natural user interface using the intermediate processed input data by:
• generating one or more questions for an identified parameter;
• generating samples of one or more user answer to the generated one or more questions;
• and
• generating samples of one or more user utterances for the extracted one or more service APIs to be executed by the application.

A non-transitory computer-readable storage medium having computer-executable instructions stored thereupon which, when executed by one or more processors of a computing device, cause the one or more processors of the computing device to:

• receive first input data comprising data representative of one or more user interactions with a programmatic element, data representative of the programmatic elements, and data representative of a state of an application in which the programmatic element is being executed;
• process the first input data to generate intermediate processed input data by:
• partitioning the first input data according to one or more selected application states;
• identifying one or more dependencies among the one or more selected application states;
• and
• extracting one or more service application program interfaces (APIs) from the application using the identified one or more dependencies;
• and
• generating a natural user interface using the intermediate processed input data by:
• generating one or more questions for the identified one or more dependencies;
• generating samples of user answers for the generated one or more questions;
• and
• generating samples of one or more utterances for the extracted one or more service APIs to be executed by the application.