Despite the advancements in natural dye extraction techniques, scaling these methods for industrial production remains a formidable challenge. The transition from laboratory-scale experiments to fullscale industrial operations requires extensive optimization and validation. Many natural dye extraction methods have yet to demonstrate their feasibility on an industrial scale, with issues such as process efficiency, throughput, and integration into existing manufacturing systems still unresolved . The scalability of these methods is crucial for their widespread adoption in the textile industry.