In some embodiments, the present disclosure relates to a method of forming an integrated chip. The method includes forming a lower electrode layer over a substrate, and an un-patterned amorphous initiation layer over the lower electrode layer. An intermediate ferroelectric material layer is formed have a substantially uniform amorphous phase on the un-patterned amorphous initiation layer. An anneal process is performed to change the intermediate ferroelectric material layer to a ferroelectric material layer having a substantially uniform orthorhombic crystalline phase. An upper electrode layer is formed over the ferroelectric material layer. One or more patterning processes are performed on the upper electrode layer, the ferroelectric material layer, the un-patterned amorphous initiation layer, and the lower electrode layer to form a ferroelectric memory device. An upper ILD layer is formed over the ferroelectric memory device, and an upper interconnect is formed to contact the ferroelectric memory device.