The document details the formulation development of bilayer tablets containing metformin hydrochloride and pioglitazone, aimed at controlling blood glucose levels. It outlines the use of natural gums for the sustained release layer and the incorporation of croscarmellose sodium in the immediate release layer. Comprehensive evaluation methods, including pre-compression and post-compression studies, are highlighted to ensure the tablets meet required standards.