Lipase catalyzed stereoselective acylation of butyl mandelate was studied. The determining role of solvent and acylating agent was pointed out and a considerable inhibitory effect due to mandelic acid was observed by screening different lipases. Finally, the performance of the reaction was appreciably improved thank to a multivariate approach.