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AI AI generated women, Pixabay
09.07.2024

How the Fashion Industry Is Using AI

Nearly every industry is poised to undergo an unprecedented transformation with the introduction of artificial intelligence (AI). AI, in simple terms, refers to technology, often in the form of computer programs, designed to replicate the human brain’s ability to perform tasks and continuously improve.

Generative AI, powered by deep learning algorithms, is making a significant impact on fashion brands. This advanced technology has the capacity to comprehend patterns within data and generate entirely new examples of text, images and even video (Bain, 2023).

Because of its ability to create new content, the fashion industry is integrating its technology into nearly all of its processes in some way, from design and product descriptions to product recommendations and 3D design (Mcdowell, 2023a).

Table 1 provides a few real-world examples of how AI is already being used in the industry.

Nearly every industry is poised to undergo an unprecedented transformation with the introduction of artificial intelligence (AI). AI, in simple terms, refers to technology, often in the form of computer programs, designed to replicate the human brain’s ability to perform tasks and continuously improve.

Generative AI, powered by deep learning algorithms, is making a significant impact on fashion brands. This advanced technology has the capacity to comprehend patterns within data and generate entirely new examples of text, images and even video (Bain, 2023).

Because of its ability to create new content, the fashion industry is integrating its technology into nearly all of its processes in some way, from design and product descriptions to product recommendations and 3D design (Mcdowell, 2023a).

Table 1 provides a few real-world examples of how AI is already being used in the industry.

Category How it works Example
Fashion Design
  • Transforms textual descriptions or uploaded images into illustrations
  • Adjusts these designs before production
  • Cala’s tool with DALL-E technology
  • Tommy Hilfiger’s AI-Assisted Design Collaboration with IBM and the Fashion Institute of Technology
  • Project Muze by Google and Zalando
Visual Content and Marketing Imagery
  • Generates advertising and marketing content using given parameters or inputs
  • Text, images and videos are common outputs
  • Stitch Fix’s AI visuals
  • Casablancas Spring/Summer 2023 campaign
  • Revolve’s AI-driven ad campaign
Copywriting
  • Generates copy based on keywords and instructions provided by the user
  • Streamlines the process of creating product descriptions, marketing emails and other written content
  • Adore Me AI optimization
  • Product descriptions for Search Engine Optimization (SEO)
Shopping Assistants
  • Utilizes natural language processing to interact with customers as chatbots
  • Offers product recommendations and provides information
  • Kering’s experimental KNXT platform
  • Luxury personal shopper powered by ChatGPT

 

AI in design
Generative AI has the power to revolutionize fashion design. Designers can harness AI image generators like DALL-E, Midjourney or Stable Diffusion to bring their creative visions to life.

Cala, a supply chain startup, was the first group to harness AI in the design creation process for fashion brands. In January 2023 it introduced a tool that allows users to describe their design ideas in text or upload images which AI will then transform into illustrations or realistic images. Users can then fine tune these designs before turning them into physical products. This tool marks a pioneering use of the DALL-E API in the fashion industry, enabling the creation of clothing, accessories, shoes and lifestyle products based on descriptions or images (OpenAI, 2022).

Apparel brands are also leveraging this technology. Tommy Hilfiger collaborated with IBM and the Fashion Institute of Technology on a project named Reimagine Retail. This initiative aimed to give retailers a competitive advantage in the speed of forecasting emerging design trends by analyzing a vast array of data from images and fabrics to colors (Saunders, 2019).

While generative AI empowers designers to explore new concepts and ideas rapidly by generating various design variations, there are limitations to the technology. Manual editing and adjustments are often necessary as AI cannot turn all concepts into finished products. Concerns regarding intellectual property may also arise as some AI-generated designs could be based on copyrighted work. Legal issues in this area are still evolving, prompting brands to involve their legal teams and establish guidelines (Bain, 2023).

AI in Copywriting: Efficiency and personalization
Generative AI tools are serving as valuable assistants to marketing teams, streamlining the writing process for product descriptions and marketing emails. Copywriters input keywords and instructions and AI generates copy that can be edited as needed, enabling brands to produce written content more efficiently.

The lingerie brand Adore Me has been using AI tools to optimize product descriptions for Search Engine Optimization (SEO) to make them more likely to appear at the top of search engine results (Mcdowell, 2023a). Adore Me and other brands using AI this way report dozens of hours in time savings.

Using AI’s potential to personalize content at a one-to-one level requires businesses to have structured first-party data and robust data privacy measures (Bain, 2023). For now, human oversight is still required, and web teams will likely need to make adjustments to established workflows in order to incorporate AI.

AI-enhanced visual content for fashion marketing
Generative AI is also being applied to create visual marketing content.
Stitch Fix uses AI to curate personalized clothing recommendations for customers and is exploring how it could use DALL-E 2 to visualize garments tailored to individual preferences for color, fabric and style (Davenport & Mittal, 2022).

French fashion house Casablanca Paris is also implementing AI. It collaborated with the British photographer and AI artist Luke Nugent for its Spring / Summer 2023 campaign. The AI-generated images blended dreamlike backdrops with cutting edge technology.

Fashion brands can benefit from reduced production times, cost savings and increased creative freedom by using AI-driven innovations to develop visual assets for marketing and ad campaigns. However, ensuring that AI-generated images accurately represent products can be tricky as the output may differ from the original product photos (Bain, 2023; Mcdowell, 2023a).

AI Chatbots: Transforming the shopping experience
Many retailers are also using generative AI as online shopping assistants, commonly known as chatbots. These chatbots use natural language processing to understand and respond to customer questions or even make personalized product recommendations (Zeng et al., 2023). For instance, within Kering’s experimental KNXT platform, a luxury personal shopper powered by ChatGPT provides tailored recommendations and insights to users based on specific contexts (Mcdowell, 2023b).

Despite these advantages, chatbot technology still has room for improvement. It may struggle to suggest the right products due to inventory constraints or provide somewhat generic styling suggestions. However these chatbots are a work in progress, and companies are confident that their AI tools’ language capabilities will continue to improve as they gather more data and user feedback.

As the fashion industry evolves, generative AI-driven chatbots have the potential to revolutionize the way customers interact with brands, offering increasingly personalized and efficient services.

A new industry standard
Businesses in the fashion, textile and apparel space can no longer be ambivalent or willfully ignorant about AI. They must do the research and reflection needed to develop a clear organizational stance on AI or risk getting left behind.

Organizational strategies for AI need to go beyond looking at the future trajectory of AI. Executives must set up clear objectives around how to integrate the technology into their workflows.

The customer base of each brand will be central to a successful AI strategy. This means understanding both their attitudes towards AI as well as their preferences and expectations.

Source:

Wilson College of Textiles, Yoo-Won Olivia Min and B. Ellie Jin

Photo: Pixabay
19.07.2022

The future of fashion: Revolution between fast and slow fashion

The fashion industry is massively influenced by the change in social values. Which trends can be observed and in which direction is the fashion future developing - an excerpt from the Retail Report 20231 by Theresa Schleicher.

The fashion industry is massively influenced by the change in social values. Which trends can be observed and in which direction is the fashion future developing - an excerpt from the Retail Report 20231 by Theresa Schleicher.

The fashion industry has been slowed down by the global health pandemic and further affected by the measures taken in the wake of the Ukraine war: Fragile supply chains, increased transportation and energy costs, and rising prices are having an impact on the globalized fashion industry. Those who were moving the fastest are being hit the hardest. Fast fashion based on the principle of "faster and faster, cheaper and cheaper, more and more" - which has been in the fast lane for years - is now experiencing an unprecedented crash. Even without these momentous events, the fashion system would have reached its limits. What could have developed evolutionarily is now being revolutionized. Now and in the future, it will be particularly difficult for brands and retail companies that do not have a sharp profile or that have lost many customers in the attempt to offer mass-produced goods at prices that are still lower than those of their competitors.

New value paradigm in society - also for fashion
While fashion retailers and fashion brands are focusing on expanding online and have been putting their foot on the gas pedal since the corona pandemic at the latest, a parallel change in values is taking place in society. Many behaviors that have been practiced, tested and lived for months will continue to shape our consumer behavior and lifestyles in the future. The uncertainty in society as well as a shrinking economy and rising consumer prices as a result of the Ukraine war will further contribute to this shift in values.

The old paradigm was "primarily shaped by pragmatic factors such as price, quantity, safety and convenience, so consumer behavior was predominantly based on relatively simple cost-benefit calculations." The new value paradigm, on the other hand, is more strongly influenced by "soft factors". For example, the quality of a product is defined more holistically. In addition to price, "ecological, [...] ethical and social aspects are also taken into account. It is about positive or negative experiences that one has had with producers and about the visions that they pursue with their companies". This new value paradigm is forcing the large chain stores in particular to rethink. They have to develop their business models further in the direction of sustainability, transparency and responsibility - and show attitude. The influence of the neo-ecology megatrend combined with the push towards the sense economy is reshuffling the cards in the fashion industry.

The most important driver for the change in consumer behavior is climate protection, which is also becoming personally more important to more and more people because they are feeling the effects of climate change themselves in their everyday lives. The transition to a sustainable, bio-based and circular economy is accompanied by fundamental changes in the technical, economic and social environment.

Circular fashion as an opportunity for fast fashion
The development of the fashion industry - especially the fast fashion industry - towards a more circular economy is not a short-term trend, but one of the most long-term and at the same time forward-looking trends in retailing of all.

Even before the pandemic, a growing proportion of consumers placed value on sustainably produced clothing instead of constantly shopping the latest trends. A reset is needed, but the fashion industry faces a difficult question: How can it respond to the demand for new trends without neglecting its responsibility for the environment?

The solution for reducing emissions and conserving raw materials and resources seems obvious: produce less. On average, 2,700 liters of water are needed to produce a T-shirt - that much drinking water would last a person for two and a half years. In Europe, each person buys an average of 26 kilograms of textiles per year - and disposes eleven kilograms. Of this, almost 90 percent is incinerated or ends up in landfills. Overproduction, precarious working conditions during production and the use of non-sustainable materials are the major problems of the fast fashion industry. It is time to slow down fast fashion.

Fashion recycling by Design & Recycling as a Service
A first step towards keeping fashion and textiles in the cycle for longer is to recycle materials properly. In the future, recycling must be considered as early as the design stage - not only for sustainably produced fashion, but also for fast fashion. The H&M Group, for example, developed the Circulator for this purpose: The digital evaluation tool guides the designer through materials, components and design strategies that are best suited for the product depending on its purpose, and evaluates them in terms of their environmental impact, durability and recyclability.

However, more and more young companies are specializing in offering recycling for textiles as a service. They work directly with fashion retailers or fashion brands to enable the best possible recycling, re-circulation or even upcycling. Until now, it has not been worthwhile for large textile companies to invest in their own recycling systems. But Recycling as a Service is a market of the future, led by innovative start-ups such as Resortecs that are tackling previous hurdles in our recycling system. In the future, more and more new service providers will pop up around returns and recycling and help fashion retailers to align their material cycles more sustainably.

Secondhand conquers the fast fashion market
Another way to extend the life of clothing is to pass it on to new users. We are witnessing the triumph of vintage, retro and more - chic secondhand stores and chains like Resales and Humana are popping up everywhere. The renaming of secondhand to pre-owned or pre-loved also illustrates the increased appreciation of worn clothing. The trend toward secondhand also pays off economically for companies: The number of platforms whose business model revolves around the resale of clothing is increasing, and secondhand fashion is arriving in the middle of society. The luxury segment and especially vintage fashion are stable in price because the availability of these unique pieces is limited. Fast fashion, on the other hand, is available in sufficient quantities and is particularly interesting for price-sensitive customers, as secondhand is considered one of the most sustainable forms of consumption - meaning that fashion can be shopped with a clear conscience - and is usually even offered at a lower price than new goods. The second-hand market will continue to professionalize and become more socially acceptable. As a result, the fast fashion industry will also be forced to produce higher quality clothing in order to become or remain part of the circular system.

Slow fashion gains momentum thanks to technology
The development and orientation of fast fashion towards circular processes is also changing sustainable fashion. In the future, fast fashion and slow fashion can learn from each other to fully exploit their potential: fast fashion will become more sustainable, while slow fashion will focus on faster availability and delivery and make the customer experience as pleasant as possible. Fast and slow fashion are no longer compelling opposites - because the sustainable fashion movement can also benefit from technological innovations that are being established above all by the fashion platforms, and lift slow fashion to a new level.

At the same time, Sustainable Luxury is a new form of luxury consumption - especially in the field of designer fashion, sustainability is becoming the all-important criterion. Sustainability as a means of distinction for true luxury and sustainability as a basic prerequisite for a functioning fashion industry are increasingly converging. This is where the transition between a slowdown of fast fashion and an acceleration of slow fashion takes place.

Trend Sustainable Luxury
Luxury is defined less and less by the object and its possession and is increasingly becoming an expression of one's own lifestyle and values. Consumers' understanding of premium and luxury has changed - not least driven by the neo-ecology megatrend. In the future, it will no longer be just about owning something as expensive and ostentatious as possible. What began as a rebellion against careless consumption of luxury brands that promise high-end products but accept unfair and environmentally damaging manufacturing conditions in the process has increasingly become accepted as a value attitude. Luxury products have no less a claim than to improve the world.

Sustainable and ethical products and services made from innovative materials that have the power to solve problems and make the world a better place. At the same time, this highly ethically and morally charged form of sustainability is turning into a means of distinction: For the materials are so new, the manufacturing processes still so experimental, that the products are unique and often only available in very small quantities or on order. And this exclusive sustainability naturally comes at a price. After all, a company that pursues a mission is not concerned with simply cutting costs - certainly not at the expense of others or the environment. Instead of leather and fur, luxury fashion is now made from oranges, pineapples, hemp, cacti: there are more and more new, innovative and sustainable materials from which unique garments and accessories can be made.

Predictive, Pre-Order & Made-to-Order
Artificial intelligence and Big Data analysis can help predict fashion demand. Fast fashion leaders like Shein are characterized by agile production which is supported by AI algorithms for trend prediction fed with data from TikTok and other social media services. This could sustainably reduce overproduction and unsaleable goods in the future. As critical as Shein's practices are, the automation of processes also offers immense opportunities for a more sustainable fashion industry, as production only starts when goods are in demand.

AI support in the design process can be used to produce more sustainable fashion - and make it available more quickly. In a future of an avatar economy and in the world of virtual influencers, it may even be possible to dispense with part of the production process: Fashion will remain virtual - and thus more resource-efficient. Digital fashion will become increasingly important as the metaverse is built.

5 Key Takeaways on the Future of Fashion

  1. The current crisis in the fashion industry is an opportunity to move more in the direction of circular fashion. Above all, the new value paradigm in society, understanding quality more holistically and consuming more mindfully, is providing a push towards fairer, more ecological and more social fashion. Fast fashion and sustainability are not mutually exclusive.
  2. There are already first approaches to keep fast fashion in the cycle longer or to return it to the cycle. One important development is to consider recycling or reuse as early as the design and manufacturing process - known as recycling by design. In addition, there is a growing number of start-ups specializing in the optimized recycling of textiles and cooperating with major fashion players.
  3. Above all, the booming online trade in used fashion, often communicated as the pre-loved or pre-owned category, is making secondhand respectable for the mainstream. Such fashion, with a story and an aura of uniqueness, is also a cost-effective but more sustainable alternative to fast fashion.
  4. But slow fashion is also changing, especially due to the dominance of new technologies. Slow fashion can also benefit from processes that are currently manifesting themselves in the online fashion market, such as fast delivery or pre-order services. Slow fashion thus becomes more convenient, better and faster available. It will be easier for sustainably oriented fashion enthusiasts to consume according to their values and attitudes.
  5. The trend toward sustainable luxury continues: Sustainability as a means of distinction for a new form of luxury enables alternative manufacturing processes and innovative materials in the luxury fashion market. These are being showcased by an avant-garde and, if they prove successful, adapted by fast fashion.

1 https://onlineshop.zukunftsinstitut.de/shop/retail-report-2023/

Source:

Retail Report 2023 | Theresa Schleicher, Janine Seitz | June 2022

Photo: Pixabay
29.05.2018

ITALIAN FASHION INDUSTRY ON COURSE FOR INNOVATION

  • FOCUS ON DIGITIZATION AND SUSTAINABILITY

Mailand (GTAI) - The Italian fashion industry is changing. The digitalization of production and the growth in online trading are forcing a rethinking in the traditional sector. The topic of sustainability is becoming increasingly important. Against this background, Italian fashion houses are increasingly investing in their future strategies. German companies see good business opportunities as technology partners.

The Italian fashion industry is one of the core sectors of the Italian economy. In 2017, the sector increased its sales by 2.4 percent to EUR 54.1 billion, as reported the industry association Confindustria Moda. For 2018, the association expects a further increase of 2.6 percent to EUR 55.4 billion. The goal is to exceed the EUR 60 billion by 2020.

  • FOCUS ON DIGITIZATION AND SUSTAINABILITY

Mailand (GTAI) - The Italian fashion industry is changing. The digitalization of production and the growth in online trading are forcing a rethinking in the traditional sector. The topic of sustainability is becoming increasingly important. Against this background, Italian fashion houses are increasingly investing in their future strategies. German companies see good business opportunities as technology partners.

The Italian fashion industry is one of the core sectors of the Italian economy. In 2017, the sector increased its sales by 2.4 percent to EUR 54.1 billion, as reported the industry association Confindustria Moda. For 2018, the association expects a further increase of 2.6 percent to EUR 55.4 billion. The goal is to exceed the EUR 60 billion by 2020.

But the sector is developing inconsistently. Sales of intermediate products such as fabrics have been stagnating for years, while sales of end products such as clothing, shoes and bags are increasing. Both areas grew in 2017. End products (+2.9 percent) continue to be more successful than primary products (+2.2 percent). The main reason for the positive development of the fashion industry in recent years is the strong export demand for Italian products. In 2017 exports rose by a total of 3.5 percent and exceeded the EUR 30 billion mark for the first time.

The main export hits are clothing (one third of fashion exports), leather goods (around 20 percent) and shoes (around 18 percent), followed by fabrics (9 percent) and home textiles (9 percent). Sector representatives are concerned about developments in some important sales markets. Exports to the USA and Japan declined in 2017, the rising demand from China and Russia could not compensate these losses.

Significant rise in fashion imports
Domestic demand for fashion stagnated in 2017, while significantly more preproducts from the Far East and end products from industrialized countries were imported. Overall, imports increased by 2.2 percent to EUR 21.1 billion in 2017, Confindustria is expecting a further increase of 2.4 percent in 2018.

Germany is one of the most important markets for Italian fashion manufacturers; Italian shoes and bags are particularly popular with German customers. In return, Germany, with imports worth EUR 1.3 billion (plus 4.1 percent), ranked fourth as a supplier country in 2017, behind China, France and Spain. Clothing accounts for about half of German fashion imports and textiles for the other half. Germany is an important supplier of technical textiles, including sports goods and for the automotive industry.

Many companies strengthen their online presence  
The digitalization of the Italian industry does not stop at the fashion industry either. Thanks to the new technologies, traditional manufacturers can increasingly reach their customers directly without intermediaries.

How well this works was demonstrated by the Italian start-up company Yoox, an online luxury fashion retailer. Founded in 2000, the company merged with the French online fashion company and strong competitor Net-a-Porter in 2015. The Group is now active in 180 countries and generated sales of EUR 2.1 billion in 2017.
Many companies are strengthening their online presence and using their stores primarily as showcases to promote brands or new collections. The company Beste with the still new brand for men Monobi is an actual example. The traditional fashion houses Loro Piana and Zegna have been active in this direction already for several years.

Industry 4.0 sets impulses
Digitalization also makes new production processes possible for fashion houses. The networking of machines reduces production times, increases efficiency and reduces electricity and water consumption. In addition, manufacturers get the opportunity to offer tailormade solutions. Digitalization also ensures through just-in-time concepts that inventories and sales areas can be reduced, which leads to falling costs.

Well-known Italian fashion houses are investing heavily into the future. The luxury company Gucci has invested around EUR 100 million in a new innovation center, the so called ArtLab, in the greater Florence area. The company Beste has started two research projects in the field of Industry 4.0. The intensive research focuses on the development of new, environmentally friendly materials and the development of a digital platform for the planning, production and distribution of garments.

Sustainability is increasingly becoming a sales argument
The topic of sustainability is becoming increasingly important. The National Chamber of Italian Fashion (CNMI), for example, organizes discussion rounds on the subject. The fashion house Ferragamo has presented a sustainability plan to reduce greenhouse gas emissions and energy consumption. A new development by Ferragamo is also a sustainable fabric made from orange peels.

Gucci, Armani, Bulgari, the list of the world-famous Italian fashion companies is long. At the same time, Italy also has a large number of small and very small companies in the fashion sector. In 2017, the average number of employees in the companies was 9. Small and medium-sized com-panies also rely on sustainability.

The major Italian bank Unicredit, together with the European Investment Bank, is providing low interest loans for small and medium-sized fashion companies (up to 250 employees) for relevant investments. Similar programs are provided by the major bank Intesa Sanpaolo.

Source:

Robert Scheid, Germany Trade & Invest www.gtai.de