Reviving Khadi: The Role of Ethical AI in Preserving India's Textile Heritage

Journal of Emerging Computer Research and Applications (ISSN: 3048-7773) The Threads of RajasthanWeaving the Future: AI-Driven Sustainability in Global Handloom Fashion Conference Proceedings 92 © 2025, JECRA, Website: https://alborearpress.com/jecra/jecraHome Frequency: Half Yearly Reviving Khadi: The Role of Ethical AI in Preserving India's Textile Heritage Ms. Yashasvi Rajawat 1 Assistant Professor, Amity School of Fashion Technology, Amity University Rajasthan DOI: 10.5281/zenodo.17192042 Abstract A significant part of India's textile and cultural heritage is the traditional handwoven and hand-spun fabric known as khadi (Khaddar). Khadi, which has its roots in India's pre-independence past, gained symbolic significance during the Swadeshi movement, which Mahatma Gandhi supported as a means of achieving economic independence and fending off colonial imports. After independence, its significance decreased despite government attempts. However, a major change in how Khadi was viewed and used occurred in the 1990s when fashion designers reinterpreted it for modern markets, sparking a renewed interest. The historical development and sociopolitical significance of Khadi are traced in this book, along with the revolutionary role that technology especially Ethical Artificial Intelligence has played in upholding its legacy. It looks at how AI may help ensure ethical supply chains, document traditional methods, increase artisan visibility, and promote sustainable fashion innovation without sacrificing the essence of culture. The study highlights the necessity of morally sound and culturally aware AI frameworks that preserve indigenous knowledge and preserve the Khadi spirit in contemporary design narratives. Keywords: Khadi, Swadeshi Movement, Sustainable Fashion, Artisan Empowerment, Ethical AI 1. Introduction Khadi is an essential part of the textile industry. Any fabric made on Indian hand looms from hand-spun cotton, silk, or wool yarn, or from a combination of any two or all of these yarns, is referred to as khadi. Khadi items are artistic, and with consistent work, a strong demand for them can be established on the global market. The Khadi and Village Industries Commission, or KVIC, has been generating jobs for weavers, spinners, and other related craftspeople. There are several female craftspeople in the spinning category. Khadi is made from carefully designed yarns that are hand-woven and handspun from a combination of cotton, silk, and wool. Despite having a rough texture, the fabric is surprisingly comfortable to wear and has the dual ability to deliver cooling mild winters and hot summers. The artisan self-texture that gives each fabric its individuality is best shown by khadi. The Khadi and Village Industries Commission, working with the Ministry of Micro, Small, and Medium Enterprises, is in charge of promoting Khadi in India. The Indian and international economies both heavily rely on the Micro, Small, and Medium Enterprise (MSME) sector. About 30 million units make up the domain, which accounts for 40% of exports, generates employment for about 70 million people, contributes considerably to the national GDP (8%), and offers a wide range of more than 6000 items. Khadi is a significant choice among such products for both livelihood and the preservation of traditional skills. A traditional Indian hand-spun cloth Another essential component of the clothing industry that the British stole was khadi. Khadi's demise was caused by the East India Company's promotion of cotton farming, which was later flooded back into the Indian market after being processed in a mill to create textiles (Sinha, 2018). The origins of the Khadi resurgence in ancient India were attributed to Mahatma Gandhi, the Father of the Nation, who suggested the Swadeshi Movement, which is another term for Khadi. The fabric of transformation (Khadi Book, 2018) Khadi was viewed as a symbol of employment, sustainability, and independence. The Khadi and Village According to the Industries Commission (KVIC), Prime Minister Narendra Modi's strong push to embrace Khadi is responsible for the remarkable increase in the proportion of Khadi fabric in the overall production of textile mills, which went from 4.23% to 8.49% in 2018–19 (Mistry, 2020). Better weaving techniques will change the imperfect perfection of Khadi into future high-quality clothing. Contemporary twist by talented designers to India's textile legacy has transformed the fabric of political pioneers and rural people. According to data from 2018–19, 2,012 million square meters of mill fabric were produced, compared to 170.80 million square meters of Khadi fabric (The Economic Times, 2019). 1 Cite As: Ms. Yashasvi Rajawat (2025). Reviving Khadi: The Role of Ethical AI in Preserving India's Textile Heritage, Conference Proceedings of Journal of Emerging Computer Research and Applications, 92-96. Journal of Emerging Computer Research and Applications (ISSN: 3048-7773) Conference Proceedings 93 © 2025, JECRA, Website: https://alborearpress.com/jecra/jecraHome Frequency: Half Yearly 2. History of Khadi Dates Back to Freedom Mahatma Gandhi, the Father of the Nation, encouraged Indians to dress in khadi. It was a call to wear anything that may symbolize India's unity as well as to develop self-reliance. Following his return from South Africa, Gandhiji granted Khadi a high position. Gandhiji believed that a country had to revert to inventively made things before it could move to mass production while searching for the Charkha. According to their "ideology," the majority of people wear khadi cloth, which is primarily made of pure white (bleached or unbleached). Khadi has a significant relationship to the Indian freedom movement and has come to represent the fight for independence. The Great Alexander, Both Marco Polo, the Venetian traveler, and he were enthralled with the technique of printing and cloth production when he conquered the kingdom in 327 BC. The'spin your own cloth and buy hand spun cloth' initiative, which Gandhi ji started in 1921, gained traction and became the fabric of the freedom struggle. There were just 156 recognized institutions in 1953, the year the Khadi and Village Industries Board was founded. Figure-1 3. Literature Review and Research Gap 3.1 Historical and Cultural Significance of Khadi Khadi, a hand-spun and handwoven fabric, became a symbol of India’s self-reliance during the freedom movement, particularly through Mahatma Gandhi’s Swadeshi campaign. Scholars like Mukherjee (2009) and Radhakrishna (2013) emphasize its cultural relevance and role in nation-building. However, post-independence industrialization led to a decline in its demand and relevance in contemporary fashion.A new generation of Indian designers started experimenting with this flexible fabric as India entered the twenty-first century, guaranteeing that khadi would continue to be in style. Although the environmentally friendly fabric was already well-known for its rough texture, pleasant feel, and ability to keep people cool in the summer and warm in the winter, the millennial age has found it extremely appealing because to its contemporary yet distinctively Indian reinterpretation. 3.2 Revival Strategies and Sustainable Fashion Movements Recent works (e.g., Jain, 2016; Pathak & Patil, 2020) examine the resurgence of khadi through sustainable fashion initiatives and government schemes like the Khadi and Village Industries Commission (KVIC). Designers such as Sabyasachi and Anavila have used khadi in high fashion, highlighting its modern adaptability. 3.3 Integration of Technology in Textile Heritage Studies (Kapadia, 2021; Ramaswamy, 2022) show how digital platforms and e-commerce have played a role in promoting indigenous crafts. Applications of digital design, CAD software, and blockchain for traceability in textile production are also being explored. However, AI’s specific role in this domain is still in its infancy. 3.4. Artificial Intelligence in Fashion and Textiles AI applications in the textile industry are well-documented in areas like demand forecasting, inventory management, design automation, and trend analysis (Singh & Kumar, 2021; Dasgupta, 2023). In heritage preservation, AI has been used in digital archiving, pattern recognition, and virtual restoration (Roy et al., 2022). Yet, such applications are rarely extended to khadi or other handloom traditions. Journal of Emerging Computer Research and Applications (ISSN: 3048-7773) Conference Proceedings 94 © 2025, JECRA, Website: https://alborearpress.com/jecra/jecraHome Frequency: Half Yearly 3.5. Case Studies and Industry Reports Various reports (NITI Aayog, 2021; WGSN Trends) point out the potential of AI in supporting artisans through data-driven decisions, virtual marketplaces, and personalized design tools. Nevertheless, concrete studies focusing on khadi artisans and AI-based intervention in the khadi ecosystem are scarce. 4. AI role in Khadi 4.1 Khadi's Modernization: The Transition Innovation in weaving methods, the incorporation of modern designs, and rising consumer awareness of sustainable fashion are some of the causes propelling Khadi's renaissances. Khadi is being actively experimented with by designers and textile inventors, who are creating fusion silhouettes, softer textures, and vivid dyes to suit a variety of fashion tastes. Technological Developments: Khadi is undergoing a technological revolution. Its durability is increased by sophisticated spinning techniques, and a greater range of colors is added by organic dyes. Finer, more wearable versions of the fabric that appeal to both the casual and luxury markets are being produced as a result of partnerships between textile researchers and artisans. 4.2 Designer Collaborations Independent designers and well-known fashion labels are changing the way people think about Khadi. Khadi is still portrayed in today's collections through athleisure, hybrid apparel, and fitted suits. One should not undervalue its adaptability. By continuously showcasing Khadi on a global scale, events such as Lakmé Fashion Week continue to highlight its development. 4.3 Sustainability Factor Khadi is a representation of sustainability in light of the growing trend for eco-friendly fashion. It supports local craftspeople, uses less energy, and is handwoven. Khadi is being adopted by ethical fashion manufacturers as a fundamental component of ethical apparel, bringing it into line with worldwide movements that value openness and environmental responsibility. 5. Customer Attraction and Market Expansion Khadi is being reinterpreted for the contemporary era by both independent designers and well-known fashion houses. Khadi is incredibly versatile and can be seen in a variety of styles today, from athleisure to fitted suits and hybrid clothing. This progress is further highlighted by occasions such as Lakmé Fashion Week. Showcasing Khadi prominently on their platforms and stages to a wider, international audience. By combining Khadi with silk and linen, luxury labels are also enhancing its status as a high-end fabric for haute couture. Through the Khadi and Village Industries Commission1, the government promotes Khadi both domestically and abroad while guaranteeing continued assistance for craftspeople. With a $20 billion turnover in FY252, the industry's rising consumer base and market expansion are indicative of the sharp increase in demand for Khadi. Khadi clothing has also seen a 450 percent increase in sales from 2013–14 to 2022–23, reaching ₹5,943 crore, demonstrating its growing popularity among contemporary consumers. This astounding expansion highlights Khadi's rise from a specialty fabric to a popular fashion option, propelled by consumers who care about sustainability and deliberate branding initiatives. 6. Khadi: Eco-Friendliness and Future Potential-Eco-Friendliness and a Fabric Fit for the Future Sustainable craftsmanship has long been a hallmark of Khadi, and with its reimagining, Khadi 2.0 is expanding the frontiers of ethical fashion. Its artisanal manufacturing method reduces carbon emissions and encourages responsible consumption by doing away with the need for industrial machinery. Khadi is one of the eco-friendliest textiles on the market right now because it doesn't require extensive synthetic processing like fast fashion textiles do. 6.1 Khadi's Green Revolution Eco-Friendly Manufacturing: Because it is hand-spun and handwoven, khandi is a zero-carbon fabric that doesn't require power to make. This drastically cuts down on energy use and carbon emissions from the textile sector. Customers may help reduce the environmental effect and promote sustainable fashion by supporting Khadi. a. Water Conservation: Khadi is made with very little water, in contrast to traditional textiles that need enormous volumes of water for processing. Khadi is a popular option for environmentally minded customers since it doesn't use industrial dyeing methods, which further lowers water pollution. B. Natural and Organic Dyes: An increasingly common feature of Khadi is evolution is the use of natural and organic dyes. In substitute of chemical-based colors, natural pigments made from plants and minerals lower water pollution and provide safer working conditions for craftspeople. Journal of Emerging Computer Research and Applications (ISSN: 3048-7773) Conference Proceedings 95 © 2025, JECRA, Website: https://alborearpress.com/jecra/jecraHome Frequency: Half Yearly 6.2 Comparing Organic a. Cotton Fabric with Khadi Sustainability is emphasized in both textiles, but Khadi is more energy-efficient. Organic cotton is processed using industrial machinery even though it is grown without pesticides and uses less water than conventional cotton. In contrast, Khadi is entirely hand-spun and hand-woven, which eliminates the need for electricity and drastically lowers carbon emissions. b. Comparing Khadi 2.0 with Linen Fabric Another natural fiber that is renowned for its breathability and durability is linen. However, the process of turning flax fibers into cloth necessitates a significant amount of water. Khadi is a more sustainable option in areas with water scarcity because it uses significantly less water as a dry-spun and woven fabric. c. Comparing Khadi with Hemp Fabric Because it grows quickly, needs few pesticides, and is incredibly resilient, hemp is hailed as one of the most environmentally friendly textiles. Although hemp and Khadi are fierce competitors in terms of sustainability, Khadi remains a completely handcrafted method, protecting traditional artisan livelihoods, whereas hemp is frequently industrially processed. d. Comparing Bamboo Fabric with Khadi Although bamboo is promoted as an environmentally beneficial substitute, the truth is more nuanced. Environmental issues arise when many bamboo textiles are chemically processed to turn the rough fiber into soft fabric. Khadi, on the other hand, is produced in a completely natural manner with little ecological disturbance. Khadi’s reinvention gives it a distinctive edge by combining ethical fashion with modern wearability. Unlike industrial fabrics, Khadi retains its heritage of craftsmanship while aligning with contemporary trends. Moreover, its ability to support rural artisans adds to social sustainability factor that few other fabrics can match. Another defining characteristic of Khadi 2.0 is its adaptability across fashion segments—from everyday casual wear to luxury couture. Designers are experimenting with Khadi blends, incorporating it into high-end collections that merge traditional weaving techniques with avant-garde aesthetics. This fusion ensures Khadi’s presence not just in Indian fashion but on global runways. Additionally, Khadi’s breathability and versatility make it ideal for diverse climates. It remains cool in summer yet provides warmth in winter, a natural advantage that synthetic fabrics struggle to replicate. The evolving texture and weaving innovations are making Khadi softer and more comfortable, enhancing its appeal among consumers seeking both style and practicality. Khadi is positioned as more than simply a fabric—it is a movement towards sustainability, historical preservation, and inclusive fashion in response to the growing demand for eco-conscious living. Khadi will continue to be a popular option for people who support ethical consumption because to its reimagining. 7. Khadi's Worldwide Rebirth Reimagined by Forward-thinking Designers Innovative designers are renewing the fabric's appeal for the modern world by incorporating modern aesthetics into it, hence shaping Khadi's evolution. Every creative mind contributes a unique perspective, demonstrating that Khadi is a platform for creativity and flair rather than merely a historical artifact. With her collection "Mahboob," Nikasha Tawadey4 makes a dramatic return after a six-year break, showcasing the richness of Khadi through flowing draping, elaborate craftsmanship, and handwoven textures that seamlessly blend tradition with modern fashion sensibilities. Bridging the worlds of heritage and opulence, Niki Mahajan5 introduced an exquisite interplay between Khadi’s rustic charm and baroque grandeur. By incorporating French brocade into her designs, she transformed Khadi into an embodiment of understated luxury, with pleats and gathers enhancing its elegance. Taking an experimental route, Karishma Shahani Khan’s label Ka-Sha6 introduced avant-garde elements through bold geometric patterns and striking hues. This reinterpretation highlighted Khadi’s adaptability, proving that the fabric can transition effortlessly from classic to eclectic. Aiming to connect Khadi with contemporary wardrobes, Co Ek-Khadi India7 embraced fluid silhouettes and dynamic colour blocking, crafting garments that resonate with a younger, trend-conscious audience. Its approach ensured that Khadi remains relevant in modern urban fashion. The fabric's prominence at Moscow Fashion Week in March 2025, where its adaptability and cultural importance enthralled viewers worldwide, further solidified Khadi's appeal on a global scale. Khadi is experiencing a revival as designers reinterpret its core, transforming it into a symbol of innovation while honoring its rich history. The Prospects for Khadi is now a link between tradition and modernity rather than merely a holdover from the past. Continued modernization will shape its future and make it a desirable option for customers of all stripes. Khadi is demonstrating that reinvention can be grounded in heritage while embracing the future of fashion, whether it is worn on a fitted jacket or a handwoven kurta. The next stage of Khadi's development will focus on creativity, usability, and international appeal As conscious consumerism gains momentum, Khadi is positioned to become an integral part of the sustainable fashion movement. Integration with Circular Fashion: In an effort to cut waste and prolong the life of Khadi clothing, brands are looking into recycling and Journal of Emerging Computer Research and Applications (ISSN: 3048-7773) Conference Proceedings 96 © 2025, JECRA, Website: https://alborearpress.com/jecra/jecraHome Frequency: Half Yearly repurposing it. International Recognition: Khadi has the potential to become a globally recognized sustainable textile as slow fashion gains traction. Tech-Inclusive Weaving: Technological developments in weaving methods are guaranteeing that Khadi will continue to be strong and stylish, drawing in contemporary customers while honoring its history. With this change, Khadi represents a revolution in India's textile history rather than merely a renaissance. Khadi is well-positioned to take the lead in the global shift towards mindful purchasing by providing the contemporary consumer with an ecofriendly, fashionable, and culturally meaningful option. 8. Conclusion Khadi is a classic fabric with a forward-thinking outlook. Its transformation from a representation of India's independence to a contemporary, eco-friendly cloth is truly astounding. In order to satisfy the needs of the modern customer, Khadi is reinventing how people view traditional textiles by fusing artisanal craftsmanship with modern fashion. Khadi is no longer merely a fabric of the past thanks to its ethical sourcing, eco-friendly manufacture, and adaptable appeal; it represents a movement towards cultural preservation and thoughtful consumerism. Khadi is set to flourish in both home and international markets as long as designers, companies, and consumers continue to use it in creative ways. Its reimagining unites generations, fusing modernism and tradition into a universally relatable fabric. Therefore, Khadi is more than just a resurgence; it is a revolution that honors the history of India's most famous cloth while demonstrating that sustainability and fashion can coexist. Conflict of Interest The creators announce that there are no clashes of intrigued. References [1]. Mukherjee, A. (2009). The fabric of freedom: Khadi and the making of Indian nationalism, 1918–1947. Oxford University Press. [2]. Pathak, R., & Patil, S. (2020). Sustainable fashion and Khadi: Reviving traditional Indian textiles. 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