The primary methods for dye removal include physical (adsorption), chemical (advanced oxidation, ozonization), and biological (algae, bacteria, fungi) techniques . This study aims to evaluate the adsorption of blue dye using sugarcane bagasse in tannery effluent, determine the appropriate adsorption approach, identify the physicochemical properties of sugarcane bagasse, and assess the benefits of using this material for dye removal.