The asymmetric hydrogenation of 2,2,2‐trifluoroacetophenones and aryl perfluoroalkyl ketones was developed using a unique, well‐defined chloride‐bridged dinuclear rhodium(III) complex bearing Josiphos‐type diphosphine ligands. These complexes were prepared from [RhCl(cod)]2, Josiphos ligands, and hydrochloric acid. As catalyst precursors, they allow for the efficient and enantioselective synthesis (up to 99 % ee) of chiral secondary alcohols with perfluoroalkyl groups. This system does not require an activating base for the hydrogenation of 2,2,2‐trifluoroacetophenones. Additionally, the enantioselective C=O hydrogenations of 2‐phenyl‐3‐(haloacetyl)‐indoles, a class of privileged structures in medicinal chemistry, is reported for the first time.