Salts are produced industrially using various methods depending on the desired salt. Chemists experiment on a small scale to determine the optimal production method before scaling up. They consider using the pure metal, metal oxide, metal carbonate, or metal hydroxide depending on reactivity, and choose the fastest and highest yielding process. Production is monitored using techniques like weighing flasks over time or measuring pH or color changes to track reaction rates and determine yields.