Variloom Signals Shift from Fabric Manufacturing to Programmable Material Design in Apparel

Textile development is increasingly shaped by digital systems that promise faster iteration, reduced waste, and new material possibilities. Within this shift, Bethany Meuleners, Apparel and Textile Design and Venture Lead at Variloom, discusses how programmable weaving alters development workflows, the limits imposed by existing apparel structures, and the broader implications for how materials are conceived, produced, and integrated into product design.

Long Story, Cut Short
  • Programmable weaving enables rapid digital iteration, reducing reliance on traditional sampling while expanding material construction possibilities within integrated development workflows.
  • Adoption remains constrained by cost pressures, fixed brand calendars, and compatibility with existing supply chains, slowing integration despite clear operational benefits.
  • The technology demands hybrid expertise, merging material science, textile design, and digital systems, reshaping roles and collaboration across apparel development teams.
The convergence of digital systems and textile production reflects a broader shift in how materials are conceptualised, moving from fixed processes towards programmable, adaptable design frameworks.
Design Shift The convergence of digital systems and textile production reflects a broader shift in how materials are conceptualised, moving from fixed processes towards programmable, adaptable design frameworks. Variloom

texfash: Variloom’s proposition is not simply faster weaving, but a reconfiguration of how textiles are conceived and executed. From a design and development standpoint, where does programmable weaving meaningfully alter the development curve — sampling, iteration, construction logic — and where does it still collide with legacy apparel workflows?
Bethany Meuleners: Programmable textile development shifts the development curve by allowing designers to iterate digitally before producing physical samples, which enables faster exploration of different constructions and material behaviors. Instead of relying on multiple rounds of traditional sampling, teams can test variations quickly and move into targeted physical prototypes, making iteration and refinement much faster. It also opens up more variation in how materials are constructed and allows different development workflows to be combined into a single process.

Highly engineered textile platforms often falter when the interface between machine capability and creative intent is poorly translated. In building out your design and development processes, how have you ensured that the system empowers textile designers rather than forcing them to adapt to a rigid technological framework?
Bethany Meuleners: At Variloom, we focus heavily on understanding the end customer, the intended use of the product, and the needs of our partners from the start of the design process. Defining both the creative goals and the technical parameters early helps ensure that the system supports better design outcomes rather than constraining them. A key part of our process is translating between the design language of 3D printing and that of traditional textiles, so designers can work better within the medium. Our goal is not to replace existing textile options but to expand what is possible by creating new material opportunities that still align with how designers think about garments and products.

The industry frequently invokes “on-demand” and “localised production” as corrective measures to overproduction. In operational terms, how realistic is that shift within the constraints of brand calendars, cost expectations, and material sourcing norms? Where does the friction remain most acute?
Bethany Meuleners: On-demand and localised production can help address overproduction, but they are only part of the solution. These models also need to connect to how materials are developed, produced, and delivered, which requires broader shifts in supply chains and expectations around lead times. Changing these systems takes time, especially for brands that operate on fixed calendars and tight cost structures. Some of the most acute friction remains around cost and adoption. New technologies can initially be more expensive, while brands continue to face pressure to keep retail prices low. Because of this, even when the benefits are clear, integrating new production models into existing apparel workflows can take time.

Automation in textile production inevitably changes skill hierarchies. In your experience, does programmable weaving deskill traditional roles, or does it demand a more hybrid literacy — someone who understands yarn behaviour, weave structure, and digital logic in equal measure?
Bethany Meuleners: Automation in textile production does require a more hybrid literacy. The best systems still rely on creative direction and human understanding of how fabrics behave, respond, and function within garments. Designers and developers increasingly need to combine knowledge of material behavior and textile structures with an understanding of digital tools and systems. Rather than replacing traditional expertise, I believe these technologies tend to expand it, requiring people who can bridge material knowledge, design intent, and digital processes.

Claims of reduced waste and compressed supply chains are now commonplace. If one isolates the mechanics of Variloom’s system, where are the demonstrable gains — in material efficiency, sampling reduction, lead-time compression — that differentiate it from incremental improvements within conventional mill infrastructures?
Bethany Meuleners: Variloom’s 3D printing technology can reduce waste and compress the supply chain in several tangible ways. Because materials can be printed to shape and produced as needed, there is less excess material compared to conventional yardage based production (which come with very high minimums and cutting room waste). 

Digital development also reduces long sampling cycles by allowing teams to test and refine designs more quickly before moving into physical production, which helps shorten overall lead times. The system also creates opportunities to bring production closer to the end consumer, reducing transportation and inventory burdens, and the material itself can be recycled. More broadly, it is important to approach waste reduction and supply chain improvement holistically. Many smaller efficiencies across development, production, and distribution can add up to a meaningful overall impact.

When you engage with brands or manufacturing partners, what objections surface most consistently? Is it capital expenditure, uncertainty around throughput, compatibility with existing supply contracts, or simply institutional inertia? How do you navigate those concerns without oversimplifying the transition?
Bethany Meuleners: As with any new technology, the most common questions tend to center around cost, throughput, and how the system compares to established production methods. Brands and manufacturing partners often want to understand how it fits within their existing supply chains and whether it can meet the scale and timelines they are used to. Because every company and supply chain operates differently and has different pain points, it is important to approach these conversations with nuance. We focus on understanding the specific product, constraints, and goals of each partner, and then work with them to identify where the technology can add value within their existing development and production processes.

Bethany Meuleners
Bethany Meuleners
Apparel and Textile Design and Venture Lead
Variloom

As with any new technology, the most common questions tend to centre around cost, throughput, and how the system compares to established production methods. Brands and manufacturing partners often want to understand how it fits within their existing supply chains and whether it can meet the scale and timelines they are used to.

Many textile innovations prove technically viable but stall before true industrial integration. From your vantage point, what constitutes genuine commercial proof — repeat orders, integration into core lines, cost parity — and how close is the system to crossing that threshold?
Bethany Meuleners: There are several indicators that signal genuine commercial proof. Early adoption across a range of customers is an important first step, but the more meaningful shift happens when we start to move from exploration and prototyping with partners into production runs. Repeat orders, integration into product lines, and the ability to meet the quality, performance, and design standards of the brands/suppliers we work with all demonstrate that the system can function within real industry conditions. 

Apparel today demands extraordinary material versatility, from high-tenacity synthetics to natural fibres with irregular characteristics. How adaptable is the platform across yarn types and structural requirements, particularly where performance, drape, and durability must coexist?
Bethany Meuleners: Our system covers material formulation through to textile and product design to the final printing process. This allows us to customise the material to achieve a wide range of properties depending on the needs of the product. Performance characteristics such as flexibility, durability, and structural behavior can be tuned through adjustments to raw material formulations, printed structures, and overall product design. Because we have levers at each stage of the process, we are able to adapt the system to different functional and aesthetic requirements, enabling a versatile range of outcomes across different products and end uses.

If programmable weaving becomes embedded upstream in the product development process, it could collapse the traditional divide between textile engineering and garment design. How might that alter the structure of design teams — and the authority textile specialists hold within them — over the next decade?
Bethany Meuleners: Bringing textile engineering closer to product and garment design from the beginning can lead to stronger and more thoughtful products overall. This shift is more about creating closer collaboration between disciplines so material behavior and garment design inform each other earlier in the process. As materials become more programmable and integrated into development, textile specialists may become more embedded within design teams, contributing earlier and more directly to product decisions. This kind of collaboration can expand what is possible while ensuring that both creative and technical expertise shape the final outcome.

Ultimately, do you see Variloom’s work as an intervention at the level of machinery, manufacturing geography, or industry logic itself? And if this model succeeds, what would have changed in the way apparel is financed, designed, and brought to market that signals a genuine systems shift rather than another technological layer?
Bethany Meuleners: We see our work as addressing several layers of the system at once rather than focusing on a single intervention. Materials, machinery, digital and software solutions, manufacturing location, and end of life considerations all need to work together to create meaningful change. If this model succeeds, the shift would be reflected in how materials are developed, how and where products are made, and how waste and lifecycle are considered from the start. A true systems shift would mean these elements are more closely connected, enabling more responsive production, new design possibilities, and a more thoughtful approach to how apparel is brought to market and eventually recycled or reused.

Development Shift
  • Digital workflows allow iteration before physical sampling, reducing dependency on multiple prototype cycles and accelerating early-stage textile experimentation.
  • Programmable systems enable construction-level variation, expanding how materials behave structurally within garments beyond conventional woven or knitted paradigms.
  • Integration of design and production logic allows multiple development stages to converge, reducing fragmentation across textile and apparel workflows.
  • Transition challenges emerge where legacy sampling processes remain embedded within brand calendars and supplier expectations.
  • Designers increasingly require hybrid skillsets, combining material understanding with digital tools to navigate programmable textile environments effectively.
Adoption Economics
  • Key barriers include cost, throughput, and scalability, particularly when compared with established high-volume manufacturing systems.
  • Compatibility issues arise with existing supply contracts and timelines, slowing integration into current apparel production structures.
  • Demonstrable progress depends on repeat orders and production runs, signalling movement beyond prototyping into commercial viability.
  • Localised production models reduce transportation and inventory burdens, but require systemic supply-chain adjustments to function effectively.
  • Material versatility is enabled through customisable formulations and structures, allowing performance characteristics to be tuned across applications.

Subir Ghosh

SUBIR GHOSH is a Kolkata-based independent journalist-writer-researcher who writes about environment, corruption, crony capitalism, conflict, wildlife, and cinema. He is the author of two books, and has co-authored two more with others. He writes, edits, reports and designs. He is also a professionally trained and qualified photographer.

 
 
 
Dated posted: 20 March 2026 Last modified: 20 March 2026