Increasing data diversity to enhance artificial intelligence decisions

A system comprising:

• a processor;
• and
• a computer-readable storage medium communicatively coupled to the processor and storing program instructions which, when executed by the processor, cause the processor to perform a method comprising:
• generating, for a digital twin of a facility, a corpus of data, wherein the corpus of data comprises a plurality of activities performed by a plurality of workers at the facility;
• selecting an activity to be completed at the facility;
• generating, by an activity assignment model and based on the corpus of data, a first plan for completing the activity, the first plan comprising a first set of tasks for completing the activity and a first set of workers to perform the first set of tasks;
• collecting a first set of performance data that is generated when completing the activity using the first plan;
• updating the corpus of data with the first set of performance data;
• analyzing, by an automation model, the updated corpus of data to identify an aspect for improving efficiency of the first plan;
• and
• recommending, by the automation model and based on the analyzing, modification of the first plan.

A computer program product comprising a computer-readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform a method comprising:

• generating, for a digital twin of a facility, a corpus of data, wherein the corpus of data comprises a plurality of activities performed by a plurality of workers at the facility;
• selecting an activity to be completed at the facility;
• generating, by an activity assignment model and based on the corpus of data, a first plan for completing the activity, the first plan comprising a first set of tasks for completing the activity and a first set of workers to perform the first set of tasks;
• collecting a first set of performance data that is generated when completing the activity using the first plan;
• updating the corpus of data with the first set of performance data;
• analyzing, by an automation model, the updated corpus of data to identify an aspect for improving efficiency of the first plan;
• and
• recommending, by the automation model and based on the analyzing, modification of the first plan.