{"id":326574,"date":"2025-12-01T19:53:35","date_gmt":"2025-12-01T19:53:35","guid":{"rendered":"https:\/\/peraltafinancing.com\/uncategorized\/how-kosha-ai-is-protecting-handloom-heritage-and-enabling-smarter-textile-recycling\/"},"modified":"2025-12-01T19:53:35","modified_gmt":"2025-12-01T19:53:35","slug":"how-kosha-ai-is-protecting-handloom-heritage-and-enabling-smarter-textile-recycling","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=326574","title":{"rendered":"How KOSHA.ai Is Protecting Handloom Heritage and Enabling Smarter Textile Recycling"},"content":{"rendered":"


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\u201cWe saw Kadwa sarees being sold for nearly Rs 50,000, but the artisans who wove them<\/a> struggled to earn even a fraction of that. Their creations travelled the world, but their lives never changed,\u201d says Vijaya Kumar Krishnappa.<\/span><\/p>\n

He recalls visiting weaving communities where a master craftsperson would hesitate before cutting cloth for testing because even a metre of silk cost more than their daily wage. \u201cThe beauty of the saree was celebrated everywhere,\u201d he continues, \u201cexcept in the home where it was woven.\u201d<\/span><\/p>\n

This long-standing disquiet, a mixture of sadness and indignation, became the invisible thread that eventually stitched KOSHA.ai into existence. And it began with an unlikely encounter.<\/span><\/p>\n

An ordinary run, an extraordinary idea<\/span><\/h2>\n

It was an ordinary morning run in Bengaluru, the kind when the world feels suspended in an unrushed, undulating calm, when Vijaya crossed paths with Ramki (Ramakrishna) Kodipady, a seasoned electronics engineer with decades of experience in complex technological systems. A passing greeting evolved into a conversation, which in turn became a dialogue that outlasted the run itself.<\/span><\/p>\n

\"KOSHA.ai
KOSHA.ai began as a response to mistrust in textile markets and the challenges artisans faced in proving authenticity.<\/figcaption><\/figure>\n

\u201cWe began speaking about the frustrations we had internalised for years,\u201d Ramki tells <\/span>The Better India<\/span>. \u201cWhy was the textile ecosystem so opaque? Why was the truth so hard to establish? And could technology ever serve the smallest producers instead of just the biggest corporations?\u201d<\/span><\/p>\n

Their backgrounds aligned flawlessly: Vijaya with his experience in textiles, clusters, and artisan livelihoods; Ramki with his ability to build tough and scalable systems.<\/span><\/p>\n

\u201cI remember thinking, here is someone who sees the same cracks in the system, and refuses to accept them as inevitable,\u201d Ramki adds. That day, without any formal plan, KOSHA.ai began its slow but determined emergence.<\/span><\/p>\n

Technology as the conservator of truth<\/span><\/h2>\n

By the time KOSHA.ai was formally introduced in 2020, counterfeiting had become rampant. Inferior powerloom products masqueraded as handloom, and fibre blends were misrepresented as pure silk. Even seasoned buyers were misled.<\/span><\/p>\n

\u201cWeavers told us that customers simply didn\u2019t believe them anymore. And without trust, their livelihood collapsed,\u201d Vijaya says.<\/span><\/p>\n

\u201cWe believe circularity begins with truth. If you cannot identify a fibre, you cannot recycle it. If you cannot prove authenticity, artisans cannot earn fairly<\/a>. Technology must be the custodian of truth,\u201d Ramki says.<\/span><\/p>\n

This urgency inspired KOSHA to develop WeaveSENSE, an IoT device that attaches directly to handlooms. Following early prototypes in 2020 and an MVP completed in April 2021, WeaveSENSE was officially launched in 2022.<\/span><\/p>\n

\"KOSHA.ai
FibreSENSE employs near-infrared spectroscopy paired with AI-driven chemometric modelling to identify fibre composition.<\/em><\/figcaption><\/figure>\n

The device captures loom-specific signatures, weaving rhythms, timestamps, and short videos, all of which are converted into a tamper-proof digital provenance trail. A QR code on the final product allows customers to view real-time clips of how their saree or fabric was woven.<\/span><\/p>\n

Few embraced this more wholeheartedly than Biraja Handloom Producer Company in Jajpur. Its CEO, Ranjan Guin, speaks with conviction shaped by experience, \u201cEarlier, buyers doubted whether our products were genuinely handmade. With WeaveSENSE, we show them the weaving video itself. The customer feels justified paying a premium, and we feel dignified proving the authenticity of our craft.\u201d<\/span><\/p>\n

This was KOSHA\u2019s first victory, not of technology over tradition, but of technology safeguarding it.<\/span><\/p>\n

Upcycling industrial by-products<\/span><\/h2>\n

While WeaveSENSE addressed authenticity, a more complex crisis had been festering. Recyclers and waste handlers struggled with the imprecision of manual sorting.<\/span><\/p>\n

\u201cWorkers showed us how they guessed fibre types by touch,\u201d Vijaya recalls. \u201cIn today\u2019s world of sophisticated synthetics, that method cannot work.\u201d<\/span><\/p>\n

Accuracy often hovered around 60 percent, far too low for recyclers needing precise compositions for yarn-making, felt production, or chemical recycling. Batches were frequently rejected, causing losses for workers and recyclers alike.<\/span><\/p>\n

The crisis triggered FibreSENSE\u2019s journey \u2014 from lab work in June 2023 to a prototype in February 2024, and paid pilots by September 2024. This momentum ultimately resulted in the MVP and full product launch in April 2024, turning early research into a practical, market-ready solution.<\/span><\/p>\n

\"KOSHA.ai
Unlike laboratory testing, FibreSENSE is non-destructive, cost-effective, and immediate.<\/em><\/figcaption><\/figure>\n

The device employs near-infrared spectroscopy paired with AI-driven chemometric modelling to identify fibre composition<\/a> in seconds. By projecting near-infrared light onto a textile sample, it detects unique absorption and reflection patterns, essentially creating a \u201cmolecular signature\u201d for each fibre.<\/span><\/p>\n

\u201cEvery fibre speaks a different language,\u201d Ramki explains. \u201cFibreSENSE is the interpreter. In seconds, it tells you whether a fabric is cotton, polyester, wool, silk, viscose, or a blend, and in what proportion.\u201d<\/span><\/p>\n

Unlike laboratory testing, FibreSENSE is non-destructive, cost-effective, and immediate. By integrating it with KOSHA\u2019s traceability platform, recyclers, brands, and regulators can track materials across the lifecycle \u2014 from origin to sorting, recycling, and CO\u2082 savings.<\/span><\/p>\n

\"KOSHA.ai
By projecting near-infrared light onto a textile sample, it detects unique absorption and reflection patterns.<\/em><\/figcaption><\/figure>\n

In Kozhikode, Green Worms Waste Management Enterprise, which handles dry waste across 12 districts, was among the first to adopt FibreSENSE. Project Head Gopika Santhosh describes the improvement, \u201cEarlier, something that looked like cotton turned out to be rayon. We were often wrong. After KOSHA\u2019s device came in, our team felt informed. They could see results instantly, and it validated their judgement.\u201d<\/span><\/p>\n

She continues, \u201cFibreSENSE helps us supply exactly what recyclers or paper-makers need, like 80 to 90 percent polyester, or specific cotton\u2013poly ratios for felt. It has made us more accurate and more confident in what we do.\u201d<\/span><\/p>\n

Perhaps most strikingly, the community itself began to change. \u201cOnce we realised eight percent of household dry waste was textiles, we launched awareness campaigns. Now households segregate textiles properly. People finally understand textile waste has value,\u201d she adds.<\/span><\/p>\n

Collaborating for sustainability and social equity<\/span><\/h2>\n

One of KOSHA.ai\u2019s most ambitious collaborations has been with Creative Dignity, led by Meera Goradia, a revered figure in India\u2019s craft ecosystem. Meera describes her early interactions with the startup warmly, \u201cWhat struck me was that they were a deep-tech team with extraordinary empathy. They understood the smallest producer, something rare in technology circles.\u201d<\/span><\/p>\n

Together, they launched a pilot analysing 50 looms in Rajasthan, quantifying the sustainability footprint of handloom for the first time. \u201cWe want to map carbon emissions and water use, and capture social and cultural value, including employment, community cohesion, and dignity of labour,\u201d Meera explains. \u201cHandloom has always been sustainable, but now we will have the data to prove it.\u201d<\/span><\/p>\n

This collaboration is already shaping a vision for a sector-wide sustainability framework rooted in Indian realities.<\/span><\/p>\n

The numbers tell a human story<\/span><\/h2>\n

In just seven months since FibreSENSE\u2019s commercial rollout, KOSHA has achieved remarkable milestones:<\/span><\/p>\n