The present invention relates to a liposomal formulation for oral delivery of a bioactive agent that considers pH stability and oxidative stability of a bioactive ingredient. These lipid formulations are superior to conventional liposomes due to their stability, thereby circumventing the need for intra-venous delivery of bioactive agents. In one embodiment, the methods and compositions of the present invention relate to the oral delivery of insulin or a prodrug thereof.