Abstract: Physical experiments can be performed based on automatically-generated testing scripts according to some examples described herein. For example, a system can generate a sample set based on demand data collected from a group of manufacturing locations. The system can also generate a graphical user interface that includes graphical options through which a user can select settings for a testing script to be used in a physical test environment. The system can receive the settings from the user through the graphical user interface. The system can then generate the testing script based on the sample set and the settings, and provide the testing script for use in executing a physical experiment in the physical test environment.