The disruptive impact of quantum computing presents an opportunity to rethink the optimization of industrial processes, especially in the complex supply chain. The need to reduce environmental effects is driving a paradigm change in the industrial sector towards sustainability. As the world struggles associated with sustainable development, the manufacturing industry is leading the charge in pursuing efficiency and environmentally responsible methods. The revolutionary potential of quantum computing to revolutionize factory optimization, especially in the supply chain, is examined. Quantum computing promises to solve challenging logistical challenges by utilizing the laws of quantum physics. The use of quantum computing in factory optimization offers enormous potential for a more environmentally friendly and sustainable future as it develops. So, accepting the quantum leap in technology may help the industrial sector reach previously unheard-of levels of productivity while reducing its environmental impact and advancing global sustainability.