This innovation establishes the first structured framework for wastewater reuse in the textile industry, enabling a safer and more efficient transition toward circular water management. The innovation introduces a science based framework for wastewater reuse in the textile sector, providing consistent treated water quality through UF. This approach reduces freshwater demand and environmental impact while offering a scalable and cost efficient solution for circular textile manufacturing.