Techniques for AI/ML Persona-Driven Scenario Management

A system for simulating transformation adoption, comprising:

• one or more processors;
• and
• a non-transitory computer-readable memory coupled to the one or more processors and the user interface, the memory storing instructions thereon that, when executed by the one or more processors, cause the one or more processors to:
• receive change data associated with an organizational change anticipated to affect members of a first group,
• input a portion of the change data into a persona model configured to generate responses representative of the first group, wherein the persona model is trained using a plurality of training change data and a plurality of group data as inputs to output a plurality of training responses,
• generate, by executing the persona model, a response to the portion of the change data, and
• output the response for display to a user.

A tangible machine-readable medium comprising instructions for simulating transformation adoption that, when executed, cause a machine to at least:

• receive change data associated with an organizational change anticipated to affect members of a first group;
• input a portion of the change data into a persona model configured to generate responses representative of the first group, wherein the persona model is trained using a plurality of training change data and a plurality of group data as inputs to output a plurality of training responses;
• generate, by executing the persona model, a response to the portion of the change data;
• and
• output the response for display to a user.