Generative ai application artifact management enabling safeguarding by key users

A non-transitory, computer-readable medium storing one or more instructions executable by a computer system to perform one or more operations, comprising:

• customizing artifacts of a large language model (LLM);
• activating, as a generative artificial intelligence (AI) (genAI) application, a genAI function of a software application that interfaces with the LLM and is instrumented for customer-side management;
• activating a verification test to determine whether interactions between the LLM and genAI application generate expected results;
• based on a result of the verification test, either adjusting the artifacts of the LLM or updating the genAI function of the software application;
• defining a new verification test to determine whether interactions between the LLM and genAI application generate expected results;
• and
• activating the new verification test.

A computer-implemented system, comprising:

• one or more computers;
• and
• one or more computer memory devices interoperably coupled with the one or more computers and having tangible, non-transitory, machine-readable media storing one or more instructions that, when executed by the one or more computers, perform one or more operations, comprising:
• customizing artifacts of a large language model (LLM);
• activating, as a generative artificial intelligence (AI) (genAI) application, a genAI function of a software application that interfaces with the LLM and is instrumented for customer-side management;
• activating a verification test to determine whether interactions between the LLM and genAI application generate expected results;
• based on a result of the verification test, either adjusting the artifacts of the LLM or updating the genAI function of the software application;
• defining a new verification test to determine whether interactions between the LLM and genAI application generate expected results;
• and
• activating the new verification test.