The Indian apparel industry is witnessing a definitive structural shift as domestic manufacturers trade traditional workflows for data-centric precision. The Clothing Manufacturers Association of India (CMAI) recently spearheaded this transition at a Mumbai-based masterclass, where over 600 stakeholders explored the integration of machine learning into garment production and retail supply chains. By replacing legacy estimation methods with predictive analytics, firms are targeting a 15 per cent reduction in deadstock inventory—a critical margin booster in a sector historically plagued by overproduction. Dr CA Umang Ratani, leading the session, demonstrated how accessible AI frameworks now allow small-to-medium enterprises to automate demand forecasting and optimize fabric utilization, effectively leveling the competitive playing field against global giants.
Digital ecosystems as growth engines
Beyond operational refinement, the industry is accelerating its digital connectivity through centralized platforms like the newly launched CMAI Connect mobile application. This development serves as a strategic infrastructure piece, aggregating policy updates, networking, and procurement resources into a single digital hub. Santosh Katariya, President, CMAI, underscored, the association is not merely advocating for technological adoption but is institutionalizing comprehensive support systems, including enhanced insurance benefits to bolster member security. As manufacturers integrate these digital tools, the focus remains on transforming raw data into actionable retail intelligence, ensuring that the Indian textile sector maintains its global manufacturing relevance amidst shifting consumer demand and supply chain volatility.
Focus on digital modernization and enhanced services
The Clothing Manufacturers Association of India acts as the apex body for the domestic apparel sector, representing thousands of manufacturers, retailers, and exporters. Focusing on trade facilitation and policy advocacy, CMAI provides critical support for industry scaling. Historically established to unify the fragmented garment trade, the organization now prioritizes digital modernization, enterprise sustainability, and enhanced member services to ensure long-term sector viability.
