This study investigates the adsorptive capacity of a novel lignocellulosic material derived from reed leaves for the removal of Basic Fuchsin, a cationic dye, from aqueous solutions through batch adsorption experiments. The experimental data showed that the adsorbent demonstrated effective dye removal, with the adsorption kinetics following a pseudo-second-order model and the equilibrium data best described by the Freundlich and Temkin isotherm models. The Langumir model shows the maximum capacity adsorption was 37.59 mg.g-1 Moreover, thermodynamic analysis indicated that the adsorption process was non-spontaneous and exothermic, highlighting the potential for optimizing conditions to enhance dye uptake and sustainability in wastewater treatment applications. In addition, characterization techniques such as X-ray diffraction (XRD), scanning electron microscopy (SEM), and Brunauer-Emmett-Teller surface area analysis (BET) confirmed that the adsorbent possessed an amorphous structure with a surface area of 2.42 m².g-1 and the presence of mesoporous features. Lignocellulosic materials such as reed leaf adsorbents, effectively remove hazardous dyes from wastewater offering a sustainable solution to pollution.