Herein we present a diastereoselective addition of arylboronic acids to α-keto N-tert-butanesulfinyl aldimines catalyzed by a Rh(I) catalyst. This reaction provides a practical method to obtain valuable chiral α-amino ketones with excellent diastereoselectivity, featuring operational simplicity, mild reaction conditions and a broad substrate scope.