This study shows that sugarcane bagasse from Rahim Yar Khan has the potential to be a sustainable and economically feasible feedstock for furfural synthesis. The optimal extraction procedure, which used minimal energy and chemicals, yielded 7.5% to 10% across diverse bagasse samples. The feasibility study demonstrates that furfural extraction can be a profitable and sustainable way to manage agricultural waste in rural areas. Green chemistry concepts and eco-friendly extraction methods support the objectives of global sustainability. These results demonstrate how bagassebased furfural manufacturing can be implemented in rural areas to promote sustainable industrial practices and economic prosperity.