
improving system productivity and job satisfaction. AI
also makes it easier for humans to transition between
dierent roles as the system adapts to their evolving
skills and provides necessary support. For example,
skilled human pickers who are familiar with the ware-
house layout and robot workows can transition into
roles as technicians who can monitor the robot eet’s
performance through dashboards or as managers who
can train new employees to work most eciently.
Task performance. AI enhances task performance
in warehouses by continuously learning from opera-
tional data and improving task execution. ...