The present application provides an oral delivery system for Naproxen or a pharmaceutically acceptable salt thereof. The present application particularly provides a swallow formulation comprising Naproxen or a pharmaceutically acceptable salt thereof which facilitates the rapid delivery of the therapeutic compound to the circulatory system.