AI and Mass Production Raise Questions About Ownership of India’s Textile Heritage
Who owns Indian textile traditions?: India’s traditional textile industry is entering a new era as artificial intelligence (AI) and digital technologies make it possible to reproduce intricate designs faster and on a much larger scale. While these innovations offer new opportunities for textile manufacturers, they are also raising concerns about protecting traditional craftsmanship and ensuring that artisans receive proper recognition and financial benefits.
AI Creates New Possibilities for Textile Design
Bitupan Deka, an assistant professor of computer technology at MIT University in Shillong, Meghalaya, developed a system capable of generating new designs for traditional Assamese textiles, including the gamusa, a culturally significant scarf.
The initiative emerged after he observed that many shops were selling scarves featuring a limited number of repeated patterns. His research highlighted how traditional weavers may receive a one-time payment for their designs rather than ongoing royalties.
Deka aims to use AI as a tool to help designers develop new motifs and modern patterns while expanding consumer choice. He plans to commercialise the system following the completion of the patent process.
Similar efforts are taking place in Rajasthan, where the Rekh Sanganeri Dataset documents the patterns and distinctive imperfections associated with traditional hand-block printing. Such digital resources can help preserve textile heritage, but they also make it easier to reproduce traditional designs without directly involving the artisans who created them.
Balancing Technology with Traditional Craftsmanship
India’s textile heritage includes renowned traditions such as Banarasi silk, Kanchipuram sarees, Sanganeri prints and Bagru block printing. These crafts represent generations of knowledge, regional identity and specialised skills passed from one generation to another.
Dinesh Chhipa, a Bagru textile designer and businessman, acknowledges that digital technology can help meet demand that traditional production methods cannot always satisfy. However, he stresses that regional craft names should not be used carelessly for imitations that do not originate from the communities associated with those traditions.
The challenge for the industry is to use modern technology to increase production and reach new markets without weakening the identity and commercial value of authentic handcrafted textiles.
Digital Looms Modernise India’s Handloom Sector
Technology companies are also developing solutions to help traditional weavers work more efficiently.
Tata Consultancy Services (TCS) has introduced Bridgital Loom, an AI-based system that converts textile designs into instructions for weaving. LED lights guide weavers through complex thread sequences used in traditional Banarasi and Kanchipuram patterns.
The technology is intended to help weavers execute complicated designs faster and reduce errors. A pilot project is underway in Kanchipuram, Tamil Nadu.
Digital tools could also help younger workers learn complex weaving techniques more quickly. However, they raise questions about whether traditional knowledge and creative decision-making could gradually shift from skilled artisans to automated systems.
For manufacturers, these technologies offer the potential to improve productivity, introduce new designs and respond quickly to changing market demand. For artisans, the key concern is ensuring that greater efficiency does not come at the cost of their skills, independence and livelihoods.
Competition from Lower-Cost Imitations
The growth of electronically produced textiles has already increased competition for traditional manufacturers. Ananthalakshmi Vadivel, a third-generation weaver and owner of Vadivel Silk Looms in Kanchipuram, says her business is competing with less expensive sarees produced on electronic looms.
AI could further accelerate this trend by enabling manufacturers to create fashionable designs quickly and at lower costs. This may attract price-sensitive consumers while putting additional pressure on traditional weaving businesses.
Nevertheless, authentic handcrafted textiles retain a distinct market position because of their craftsmanship, cultural significance and production techniques. Buyers who value originality and heritage may continue to prefer genuine handwoven products over mass-produced imitations.
For the textile trade, this creates an opportunity to strengthen product authentication, communicate quality differences and build greater consumer awareness of traditional craftsmanship.
Intellectual Property and Royalty Challenges
One of the biggest questions concerns who should benefit financially when AI systems learn from traditional textile designs.
India has been exploring policy approaches to the use of copyrighted material in AI training. However, traditional textile motifs often belong to a shared cultural heritage rather than to a single identifiable creator.
This makes it difficult to determine who should receive royalties: the original artisan, the community that preserved the design, the researcher who documented it or the developer who created the AI system.
Clearer rules and fair benefit-sharing mechanisms could help protect traditional knowledge while allowing responsible innovation. Recognising the contribution of artisan communities will be essential as digital textile design becomes more commercially valuable.
Digital Documentation Can Protect Textile Heritage
India is also developing initiatives to document and authenticate its textile traditions. Digital textile archives, research programmes and provenance-tracking systems can help preserve traditional designs and connect finished products with their origins.
Government-backed initiatives are exploring the use of sensors to record weaving patterns and QR-coded tags to improve traceability. Maharashtra’s Vingatha system similarly aims to authenticate traditional sarees, including Paithani and Karvat Kathi.
Such measures could help buyers distinguish authentic products from imitations, improve transparency and make the contribution of individual weavers and artisan communities more visible.
The Future of India’s Textile Industry
AI and digital production technologies are likely to become increasingly important in textile design, manufacturing and sourcing. They can help businesses reduce development time, increase design variety and respond more quickly to market trends.
However, technology alone cannot protect the cultural and commercial value of traditional textiles. The industry will need stronger traceability, fair compensation practices, responsible use of traditional designs and greater recognition of artisan communities.
The future opportunity lies in combining the efficiency of AI with the creativity and knowledge of traditional weavers.
The central question for India’s textile industry is no longer simply whether AI can reproduce traditional designs. It is whether the benefits of this technology will also reach the artisans and communities that created and preserved them.
