Catalysts influence flavor by speeding up the chemical reactions that produce flavor compounds. For example, enzymes like lipases and amylases break down fats and carbohydrates, respectively, into smaller molecules that have distinct flavors. Synthetic catalysts can also be designed to produce specific flavor compounds through selective reactions.