The global textile industry is increasingly moving towards Industry 4.0, with digitalization and automation offering substantial benefits in terms of efficiency, cost reduction, and quality enhancement. However, for spinners producing specialty yarns, this transformation comes with a unique set of challenges that demand tailored solutions. Complexity and variability of raw materials: Specialty yarns often use delicate, expensive, or highly variable natural fibers like silk, cashmere, fine wool, or complex blends with synthetics, elastomeric components, or functional additives.