You’re invited to a holiday party with a dress code—cocktail attire. Instead of panic-scrolling through a bunch of dresses that look great on someone else and questionable on you, you open your laptop. A runway show starts in your living room. The lighting is cinematic. The music hits. And every model walking the runway is YOU. Same body, same proportions, same posture. You toggle the scene from dramatic spotlights to natural daylight to a candlelit restaurant, watching how each dress moves and fits in real life before you pick the one that feels right.
But this isn’t just a better shopping experience; it is a design process that’s likely to yield an outfit that appeals more to you. Historically, garment design has been a slow and expensive process. A designer hands a sketch off to pattern makers and sample rooms. Time goes by. One physical sample comes back. The designer evaluates it on a single body type. Often, that body type is very specific. Every iteration is costly and constrained by physics and time.
With AI, designers can sketch an idea and instantly see it rendered across fabrics, colors, environments, and a wide range of body types. They can iterate in real time, stress-test designs before cutting a single piece of fabric, and design with diversity rather than retrofitting it later. The result is faster timelines, fewer samples, and fashion built for real people, starting from the very first pixel.
HOW AI ACCELERATES DESIGN
AI also gives fashion designers more authorship. The designer doesn’t have to rely solely on their intuition and experience to guess how something might work in the real world. They can simulate it with different fabrics, silhouettes, and colors, and test fit immediately. You can see how a silk bias-cut dress behaves on a tall body versus a petite one, how a structured jacket reads when someone sits, walks, or raises their arms. You can design for movement, not just a static pose.
This is a sharp break from how inclusive sizing has traditionally worked. Brands used to design for one idealized sample size and then grade up or down later. Sometimes, that starting point may be a plus-size model, but even then, only one body type is considered for the design. With AI, you can start with many bodies at once, treating variation as a first-class design constraint instead of an afterthought. The tooling compounds into revenue by expanding who the product works for.
On the consumer side, this changes the emotional relationship with clothing. Returns are one of the dirtiest secrets in e-commerce. People order three sizes, keep one, and ship the rest back. Not because they’re careless, but because the system gives them no better option. When you can see a garment on your body, in your lighting, and in your life, you don’t need to guess anymore.
None of this means fashion becomes automated or soulless. If anything, the opposite happens. When designers are freed from the slow, mechanical parts of the process, they can spend more time on taste, storytelling, and craft. Beyond the runway, people will ultimately see your work on a variety of body types. Now you can apply your creativity to designing garments with this in mind. AI expands the surface area where creativity can play.
FINAL THOUGHTS
We’ve seen this movie before in other creative industries. Photography went digital. Music went from studios to laptops. Film editing moved from physical reels to software timelines. Each shift caused panic, then democratization, then an explosion of new voices and formats. Fashion has lagged because it’s physical by default. AI is the bridge that finally connects imagination to reality without so much friction in between.
Yana Welinder is the founder of yanabanana.ai.
