In some embodiments, the present disclosure relates to a method of performing a planarization process. The method may be performed by placing a wafer between a carrier head and an upper surface of a polishing pad. The carrier head has a retainer ring configured to surround the wafer, and the retainer ring has an abrasive structure configured to contact the upper surface of the polishing pad. Pressures within one or more chambers surrounded by the carrier head are independently regulated. The one or more chambers have one or more interior surfaces having a flexible membrane. The flexible membrane has a lower surface configured to contact the wafer. At least one of the carrier head or the polishing pad are moved relative to the other, and a roughness of the upper surface of the polishing pad is maintained within a predetermined range by using the abrasive structure of the retainer ring.