A method is provided for producing peroxycarboxylic acids from carboxylic acid esters. More specifically, carboxylic acid esters are reacted in situ with an inorganic peroxide such as hydrogen peroxide in the presence of a perhydrolase catalyst derived from a Lactobacillus sp. to produce peroxycarboxylic acids.