Traditional fashion operates on prediction. Brands forecast demand months in advance, produce large quantities, and hope that customers buy what has already been manufactured. When predictions fail, unsold inventory becomes a financial and environmental burden. Urban Pitara, founded by Vishav Sharma in 2015, is challenging that model. The D2C fashion brand uses on-demand manufacturing, direct-to-garment printing, and AI-enabled customisation to create products only after an order is placed. Its approach is built around a simple idea: fashion should be expressive, personalised, and produced without excess inventory.

From Branding to Fashion Innovation

Vishav’s professional background lies in visual merchandising and branding. He has worked with major retailers. He has been running an advertising agency since 2010, and Big Bazaar, Metro, and other brands were their clients. His move from running a branding agency to building a D2C company was driven by a desire to give consumers more control over what they wear and use. “The idea was to move away from mass-produced, bland products toward unique, expressive, and customised fashion.” Urban Pitara focuses on adding graphics, artwork, and personalised designs to a wide range of products. The goal is to match a customer’s specific mood, identity, or creative idea rather than offering a standard catalogue alone.

Early Adoption of DTG Printing

When Urban Pitara launched in 2015, it imported Direct-to-Garment, or DTG, printers from the United States. This technology allowed the company to print complex graphics on a single unit without requiring large minimum order quantities. At a time when most Indian fashion businesses depended on bulk manufacturing, this gave Urban Pitara a significant advantage. It could produce one customised product at a time, test new designs quickly, and avoid committing to large inventory volumes. The company was an early mover in several categories in India, including:

• Printed shoes.
• T-shirt and shorts combos.
• Bomber jackets.
• Customised apparel and accessories.

Urban Pitara operates under the tagline “We Print Anything on Anything.” Its product range extends beyond clothing to items such as skateboards, bike seats, backpacks, yoga mats, and other merchandise.

A Zero-Inventory, Made-to-Order Model

Urban Pitara’s core business model is built around just-in-time manufacturing. Products are created only after an order is received, rather than being produced in advance based on demand forecasts. The company maintains minimal rolls of plain fabric instead of holding finished goods in stock. This reduces the capital tied up in unsold inventory and lowers the environmental impact associated with overproduction. “By maintaining only minimal rolls of plain fabric rather than finished goods, the company avoids capital being tied up in stock.” Urban Pitara is vertically integrated, managing everything from printing to stitching in-house. For many categories, the company can complete production within 24 hours of receiving an order. This model also enables greater size inclusivity. It offers products across children’s sizes up to 14XL, allowing customers to order clothing that fits their body rather than adjusting to standard mass-market sizing.

Customisation Through AI

Urban Pitara has extended its customisation capabilities through artificial intelligence. The company describes itself as India’s first AI-merged merchandising company, allowing customers to generate product designs using text prompts. A customer can enter a prompt on the website to visualise a custom design on items such as backpacks or yoga mats. The platform then translates that idea into a product that can be manufactured on demand. This approach shifts the customer experience from selecting from a fixed catalogue to co-creating a product. It also reduces the need for brands to pre-design and stock large numbers of variations.

Building a Fashion Technology Platform

Vishav’s long-term vision is to transform Urban Pitara into a technology-driven “super app” for custom merchandise. The concept is comparable to platforms such as Swiggy or Blinkit, but focused on personalised products rather than food or quick commerce. Users would be able to input keywords or images to create custom merchandise for different needs personal gifts, fashion collections, corporate merchandise, student projects, or brand campaigns. “The platform aims to empower customers to create anything from birthday gifts to fashion student collections.” Urban Pitara intends to remain a zero-inventory business indefinitely. Sustainability is central to this strategy, as on-demand production prevents wastage caused by unsold garments.

SaaS and White-Label Opportunities

Beyond serving direct customers, Urban Pitara plans to offer its manufacturing and customisation technology as a SaaS platform to other fashion brands. The proposed model would allow existing brands to expand into new product categories without investing in machinery or holding inventory. For example, a T-shirt brand could enter footwear, accessories, or home merchandise without building a separate production setup. The platform would include a prompting engine that brands could integrate into their websites, while Urban Pitara would manage backend production and fulfilment. “The company will provide a prompting engine for brand websites, acting as a backend service provider rather than a direct competitor.” This positions Urban Pitara not only as a consumer fashion brand but also as a potential infrastructure provider for India’s growing D2C ecosystem.

Navigating India’s D2C Challenges

Despite its innovation, Urban Pitara continues to face operational challenges common to India’s D2C ecosystem. One major issue is returns and cash-on-delivery orders. To protect its made-to-order model, the company has avoided offering COD for 11 years. This helps reduce losses from unaccepted goods, high return rates, and “wardrobing,” where customers wear an item once and return it. Last-mile delivery also remains difficult. Vishav notes that courier personnel sometimes provide inaccurate remarks about customer availability, creating additional friction in the fulfilment process. These challenges highlight the operational complexity of running a made-to-order business in India, where logistics reliability and customer behaviour can directly affect margins.

The Challenge of International Expansion

Urban Pitara sells across India and is exploring international markets. However, global expansion is currently constrained by high shipping costs, which can exceed the cost of the product itself for international deliveries. Reducing these costs will be important for the company’s global growth. Potential approaches include partnering with logistics providers, building regional fulfilment capabilities, optimising packaging, and focusing on markets where demand for personalised products is strong. Until international shipping becomes more economical, the company’s expansion strategy is likely to remain selective and focused on markets where customised merchandise has clear demand.

A Sustainable Future for Fashion

Urban Pitara’s vision combines fashion, technology, and sustainability. By producing only what is ordered, the company avoids the waste associated with overproduction and unsold inventory. Its AI-enabled customisation model also gives consumers greater creative control. Instead of choosing from pre-designed products, customers can express their own ideas and receive merchandise made specifically for them. 

For Vishav Sharma, the future of fashion lies in personalisation without excess. Urban Pitara’s goal is to build a platform where creativity, convenience, and sustainability work together allowing customers to create what they want while ensuring that nothing is produced unless it is needed.

Interview By: Sejal Thakur