Disclosed is a set of prosthetic components for use in shoulder replacements. A glenoid component having a base and a plurality of coupling members are disclosed. The coupling members are used to couple the base to at least one of the acromion or coracoid process. A polymer insert which is configured to couple to the base member and articulate with a humeral component is provided.