Catalysts are substances that increase the rate of chemical reactions without being consumed in the process. In antibiotic synthesis, catalysts can enhance the efficiency of chemical reactions, leading to higher yields and purer products. This is crucial in the production of antibiotics to ensure that they are effective against the pathogens causing PID.