Abstract: Systems and methods include input of a description of a procedure to a large language model to determine a domain of the description, determination of modifiers to the description based on the domain, determination of example procedure models and descriptions corresponding to the example procedure models based on the domain, generation of a procedure model prompt based on the description, the modifiers, the example procedure models and corresponding descriptions, provision of the procedure model prompt to the large language model, reception, in response to the prompt, of a generated procedure model from the large language model, and storage of the generated procedure model for execution by a workflow automation system.

Abstract: Systems and methods include input of a description of a procedure to a large language model to determine a domain of the description, determination of modifiers to the description based on the domain, determination of example procedure models and descriptions corresponding to the example procedure models based on the domain, generation of a procedure model prompt based on the description, the modifiers, the example procedure models and corresponding descriptions, provision of the procedure model prompt to the large language model, reception, in response to the prompt, of a generated procedure model from the large language model, and storage of the generated procedure model for execution by a workflow automation system.