Acetic anhydride, having an odor similar to that of pickles, is also used as a precursor chemical in the production of heroin. It is cooked with morphine and used to convert morphine into a heroin base (diacetylmorphine).

Acetic anhydride is also used to synthesize aspirin, and other chemicals used in photography and leather tanning.