Generative Artificial Intelligence (AI) for Digital Workflows

A system for generating an orchestration script to implement a digital task, comprising:

• at least one processor;
• and
• a non-transitory storage medium storing program code, the program code executable by the at least one processor to cause the at least one processor to execute a process for generating the orchestration script to implement the digital task, the program code comprising code to:
• receive a prompt indicative of the digital task, wherein the digital task comprises one or more digital steps representing actions performed on a digital software platform;
• generate contextual data based on the prompt, using a context artificial intelligence (AI) model, wherein the contextual data comprises a text-based description of the digital steps, and wherein the contextual data recommends a syntax AI model;
• select the syntax AI model based on the contextual data, wherein the syntax AI model is adapted to generate a template script to execute the digital steps based on the contextual data;
• generate the template script using the syntax AI model, wherein the template script comprises a variable that is a placeholder for a parameter related to the digital task;
• and
• generate the orchestration script by substituting the variable in the template script with a value for the parameter using a parameter substitution process, wherein the parameter substitution process receives the template script and replaces the variable in the template script with the value of the parameter,
• wherein the orchestration script is written in a scripting language,
• wherein the orchestration script accesses model data on the digital software platform through one or more model representations, wherein the model representations access the model data from one or more digital models, and
• wherein the orchestration script, when interpreted by the digital software platform, causes the digital software platform to implement the digital task by invoking the model representations.

A computer-implemented method for generating an orchestration script to implement a digital task, the method comprising:

• receiving a prompt indicative of the digital task, wherein the digital task comprises one or more digital steps representing actions performed on a digital software platform;
• generating contextual data based on the prompt, using a context artificial intelligence (AI) model, wherein the contextual data comprises a text-based description of the digital steps, and wherein the contextual data recommends a syntax AI model;
• selecting the syntax AI model based on the contextual data, wherein the syntax AI model is adapted to generate a template script to execute the digital steps based on the contextual data;
• generating the template script using the syntax AI model, wherein the template script comprises a variable that is a placeholder for a parameter related to the digital task;
• and
• generating the orchestration script by substituting the variable in the template script with a value for the parameter using a parameter substitution process, wherein the parameter substitution process receives the template script and replaces the variable in the template script with the value of the parameter,
• wherein the orchestration script is written in a scripting language,
• wherein the orchestration script accesses model data on the digital software platform through one or more model representations, wherein the model representations access the model data from one or more digital models, and
• wherein the orchestration script, when interpreted by the digital software platform, causes the digital software platform to implement the digital task by invoking the model representations.