Integrated generative ai framework for analytics using hmi assistance

A non-transitory computer-readable medium comprising computer-executable instructions that, when executed, are configured to cause a processing system to perform operations comprising:

• receiving a request for information associated with an industrial automation system from a user;
• identifying a prompt associated with the request;
• identifying one or more datasets associated with the request based on the prompt and the information;
• receiving the one or more datasets from one or more data sources;
• formatting the request and the one or more datasets into a package;
• sending the package to a generative artificial intelligence (AI) system;
• and
• receiving a response from the generative AI system, wherein the response is configured to be presented via a display of a human machine interface (HMI) system.

A system, comprising:

• one or more industrial automation components of an industrial system configured to perform a batch operation;
• and
• a processing system configured to perform operations comprising:
• receiving a request for information associated with an industrial automation system from a user;
• identifying a prompt associated with the request;
• identifying one or more datasets associated with the request based on the prompt and the information;
• receiving the one or more datasets from one or more data sources;
• formatting the request and the one or more datasets into a package;
• sending the package to a generative artificial intelligence (AI) system;
• and
• receiving a response from the generative AI system, wherein the response is configured to be presented via a display of a human machine interface (HMI) system.