Generating automations via natural language processing

A method performed by a computing system, the method comprising:

• receiving, at a machine learning model trained using natural language prompts and a second workflow definitional language that is derived from a first workflow definitional language, a natural language input from a first user interface;
• outputting, by the machine learning model based on the natural language input, an output according to the second workflow definitional language;
• converting the output into the first workflow definitional language to design an automation;
• populating a graphical user interface with parameters for operations of the automation, the parameters derived from the natural language input;
• and
• controlling, in response to an approval received via the graphical user interface, building of the automation based on the parameters.

A computer-readable storage medium having program instructions recorded thereon that, when executed by a processing system, perform a method, the method comprising:

• receiving, at a machine learning model trained using natural language prompts and a second workflow definitional language that is derived from a first workflow definitional language, a natural language input from a first user interface;
• outputting, by the machine learning model based on the natural language input, an output according to the second workflow definitional language;
• converting the output into the first workflow definitional language to design an automation;
• populating a graphical user interface with parameters for operations of the automation, the parameters derived from the natural language input, including:
• populating a first field in the graphical user interface with a first parameter derived from the natural language input;
• and
• populating a second field in the graphical user interface with a second parameter that is also derived from the first parameter;
• and
• controlling, in response to an approval received via the graphical user interface, building of the automation based on the parameters.