{"id":15008,"date":"2025-03-29T04:29:48","date_gmt":"2025-03-29T04:29:48","guid":{"rendered":"https:\/\/dmsretail.com\/RetailNews\/ais-fashion-impact-from-product-design-to-on-demand-manufacturing-and-beyond\/"},"modified":"2025-03-29T04:29:48","modified_gmt":"2025-03-29T04:29:48","slug":"ais-fashion-impact-from-product-design-to-on-demand-manufacturing-and-beyond","status":"publish","type":"post","link":"https:\/\/dmsretail.com\/RetailNews\/ais-fashion-impact-from-product-design-to-on-demand-manufacturing-and-beyond\/","title":{"rendered":"AI\u2019s Fashion Impact: From Product Design to On-Demand Manufacturing and Beyond"},"content":{"rendered":"<p> <p><a href=\"https:\/\/dmsretail.com\/online-workshops-list\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-496\" src=\"https:\/\/dmsretail.com\/RetailNews\/wp-content\/uploads\/2022\/05\/RETAIL-ONLINE-TRAINING-728-X-90.png\" alt=\"Retail Online Training\" width=\"729\" height=\"91\" srcset=\"https:\/\/dmsretail.com\/RetailNews\/wp-content\/uploads\/2022\/05\/RETAIL-ONLINE-TRAINING-728-X-90.png 729w, https:\/\/dmsretail.com\/RetailNews\/wp-content\/uploads\/2022\/05\/RETAIL-ONLINE-TRAINING-728-X-90-300x37.png 300w\" sizes=\"auto, (max-width: 729px) 100vw, 729px\" \/><\/a><\/p><br \/>\n<\/p>\n<div>\n<p>Even in an industry accustomed to a rapid pace of change like fashion manufacturing and retailing, AI is racing by like the Road Runner speeding past a desert mesa. That makes things both challenging and exciting for early AI adopters.<\/p>\n<figure id=\"attachment_150954\" aria-describedby=\"caption-attachment-150954\" style=\"width: 500px\" class=\"wp-caption alignright\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-150954 size-full\" src=\"https:\/\/www.retailtouchpoints.com\/wp-content\/uploads\/2025\/03\/Tosha-Hays_Venus.jpg\" alt=\"\" width=\"500\" height=\"607\" srcset=\"https:\/\/www.retailtouchpoints.com\/wp-content\/uploads\/2025\/03\/Tosha-Hays_Venus.jpg 500w, https:\/\/www.retailtouchpoints.com\/wp-content\/uploads\/2025\/03\/Tosha-Hays_Venus-494x600.jpg 494w\" sizes=\"(max-width: 500px) 100vw, 500px\"\/><figcaption id=\"caption-attachment-150954\" class=\"wp-caption-text\">Tosha Hays<\/figcaption><\/figure>\n<p>Tosha Hays, EVP of Sourcing and Product at <strong>Venus Fashion<\/strong>, a trendy women\u2019s apparel brand with a focus on swimwear, began providing AI tools to her team about <strong>two<\/strong> years ago, but the learning curve has never really flattened out. \u201cEvery day we\u2019re finding different and faster things,\u201d to do with the technology, she said in an interview with <em>Retail TouchPoints<\/em>. \u201cWhat we did yesterday [with AI], we might do differently today. I ask my people to spend <strong>30<\/strong> minutes <strong>every day<\/strong> honing their AI skills, because it\u2019s an advantage for them and for the company.\u201d<\/p>\n<p>While such a fast-moving technology might rattle some, Hays is embracing everything AI can do today, including automating mundane tasks, and she\u2019s excited about what it may be able to accomplish in the future.<\/p>\n<p><strong><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Retail TouchPoints (RTP): What are some of the ways you\u2019re currently leveraging AI?<\/mark><\/em><\/strong><\/p>\n<p><strong>Tosha Hays: <\/strong>One of the biggest ways is in product design. Our design team essentially trained themselves \u2014 so much of working with AI is hands-on and figuring out prompts, and we\u2019ve been able to \u201cprompt\u201d it into what we need in apparel. For example, we sell a lot of faux leather, and dresses are a big category for us, so AI was able to create hundreds of variations of faux leather dresses. <strong>We put [a selection of these] up on our site for pre-orders, and then, based on a formula that takes into account clicks, add-to-carts and purchase attempts, we decide what to actually go into production with.<\/strong> And because we always have [access to] faux leather as a material, when [our customer] votes on a design, we can move it into production quickly. It takes about <strong>six<\/strong> months from our \u201cpulling the trigger\u201d to producing the apparel, especially if it\u2019s using denim, faux leather or rayon \u2014 we can execute those very quickly.<\/p>\n<p>With [apparel] fabrications that are already known where you might want to use, for example, a print pattern, AI does a beautiful job of scaling those prints [so the design elements are neither too large or too small]. For example, previously with a floral pattern, we\u2019d go back and forth with the scaling, but AI instantly shows you the scale you need. We can take these AI-generated prints, edit them a little bit so that we know that they\u2019re ours, and use them. [Then we can create clothing] that the customer has \u201cvoted on\u201d in real life.<\/p>\n<p><strong><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">RTP: Have you found any drawbacks to using AI for these functions?<\/mark><\/em><\/strong><\/p>\n<p><strong>Hays: <\/strong>AI can over-generate design details, so you have to pay attention to what can be executed in real life. We\u2019ve been learning more about what categories we can execute at what price point. Also, swimwear is our biggest category for the Venus brand, but you can\u2019t design swimwear using AI because it has limitations on nudity.<\/p>\n<p>We\u2019ve also learned that when you test things, it has to be apples to apples. For example, we had an AI image of a rose gold dress, but when it was produced, the tone of the metallic color [that had been in the image] wasn\u2019t there, and it didn\u2019t sell.<\/p>\n<p><strong><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">RTP: What are some of the things you\u2019re most interested in applying AI to?<\/mark><\/em><\/strong><\/p>\n<p><strong>Hays: <\/strong>Actually, it\u2019s more about mundane activities that AI can take over. For example, I had a situation where I had swim separates \u2014 styles that only had tops left over in certain prints and others that only had bottoms. For a human to go through and match the styles into [sellable] kits would have taken weeks. But we can \u201cfeed\u201d AI the SKU numbers, as well as what the number means in terms of color, size and style, and it will automatically create kits that we can resell to the customer instead of [the separate pieces] going into overstock.<\/p>\n<p>AI also is good for improving the predictability level of inventory management. Certain platforms, like Shopify, have AI integrated [into them], so they can look at sales velocity and what I have in inventory and constantly keep me aware of when, and how much, I should be ordering. The ease of doing that, and removing that human part, creates a whole different level of inventory management.<\/p>\n<p><strong><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">RTP: Taking a longer view of AI, what do you think will be some of its biggest impacts between now and the end of this decade?<\/mark><\/em><\/strong><\/p>\n<p><strong>Hays: <\/strong>That\u2019s really hard to answer, because this is such an overwhelming time for the industry, and with how quickly it\u2019s going to accelerate, it\u2019s nearly impossible. Even the difference between when my team started using AI about <strong>two<\/strong> years ago to today [has already been] significant. With AI, what we did one way yesterday, we might do differently today.<\/p>\n<p>I do like the idea of having AI agents that could potentially create the \u201ctech packs\u201d that factories use to manufacture a product without my having to think about it. So I could give the AI agent a photo or even an AI-generated image; it would [come up with the tech parameters] and I could just send that to the factory. There already are specialized AI agents that can do some of this work for us.<\/p>\n<p><strong><em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">RTP: You advise companies operating in the luxury space. Do you see brands in this sector trying to be more sustainable with the materials they use or the means of manufacturing them?<\/mark><\/em><\/strong><\/p>\n<p><strong>Hays: <\/strong>In both my personal and professional opinion, <strong>luxury has always been more sustainable than mass market fashion, and certainly fast fashion, in part because the luxury market can procure more expensive materials.<\/strong> I\u2019m an advisor for a company that makes a bio lab-grown leather material that\u2019s exorbitantly more expensive than faux leather. Luxury brands [have price points that allow them to] use these materials, and are able to embrace sustainability in that way.<\/p>\n<p>Even in the mid-tier market \u2014 take the example of leggings. If I wanted to use recycled polyester versus \u201coriginal\u201d polyester, the recycled is more expensive \u2014 and the lower you go on the price tier, the more the cents per inch [cost] starts to matter. So for a <strong>$15<\/strong> retail price point, you\u2019ll go for the cheaper material.<\/p>\n<\/p><\/div>\n<p><p><a href=\"https:\/\/dmsretail.com\/online-workshops-list\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-496\" src=\"https:\/\/dmsretail.com\/RetailNews\/wp-content\/uploads\/2022\/05\/RETAIL-ONLINE-TRAINING-728-X-90.png\" alt=\"Retail Online Training\" width=\"729\" height=\"91\" srcset=\"https:\/\/dmsretail.com\/RetailNews\/wp-content\/uploads\/2022\/05\/RETAIL-ONLINE-TRAINING-728-X-90.png 729w, https:\/\/dmsretail.com\/RetailNews\/wp-content\/uploads\/2022\/05\/RETAIL-ONLINE-TRAINING-728-X-90-300x37.png 300w\" sizes=\"auto, (max-width: 729px) 100vw, 729px\" \/><\/a><\/p><br \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Even in an industry accustomed to a rapid pace of change like fashion manufacturing and retailing, AI is racing by like the Road Runner speeding [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15009,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-15008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-podcasts"],"_links":{"self":[{"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/posts\/15008","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/comments?post=15008"}],"version-history":[{"count":0,"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/posts\/15008\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/media\/15009"}],"wp:attachment":[{"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/media?parent=15008"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/categories?post=15008"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dmsretail.com\/RetailNews\/wp-json\/wp\/v2\/tags?post=15008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}