The present invention relates to a pharmaceutical emulsion composition comprising: at least one drug, at least one amino acid, at least one fatty acid and at least one surfactant, wherein the amino acid, the fatty acid and the surfactant form micelles and the drug is encapsulated into the micelles and its use as a medicament, in particular for oral administration in treatment of hyperglycemia and diabetes.