Oxidative phosphorylation takes place in the mitochondria, specifically on the inner mitochondrial membrane. This process relies on a series of protein complexes embedded in the inner membrane, where the electron transport chain generates a proton gradient used by ATP synthase to produce ATP. Oxygen serves as the final electron acceptor in this process, combining with electrons and protons to form water.