Moda
Why your clothes fit the mannequin and not you
Every garment in commercial fashion begins as a pattern made for a specific set of proportions. In most Western markets, that set of proportions has historically corresponded to a sample size, roughly a UK 10 or US 6, built around a standardised height, hip-to-waist ratio, and shoulder width that describe a relatively small percentage of the people who will eventually try to buy the clothes.
When a brand extends that pattern into additional sizes, the process is called grading. Grading scales the pattern outward or inward according to a set of proportional rules that preserve the original silhouette. The problem is that proportions do not scale uniformly across real bodies. A person who wears a size 16 does not simply have a proportionally larger version of the size 10 body the pattern was built for. Their torso length, shoulder width, upper arm circumference, and hip curve may each sit in completely different places relative to the original. The graded pattern accommodates none of this.
The practical result is that a piece of clothing can fit the size label while fitting the body poorly. A blazer may button correctly but pull across the back. Trousers may close at the waist but gap at the seat. A dress may fit the hips but gape at the chest. These are not sizing errors, but proportion mismatches that the size system was never built to resolve. Most people internalise them as deficiencies in their own bodies rather than failures of the system.
Sizing guides and tape measurements improve the situation marginally. They help you pick the right size on a size chart, but they do not help you predict whether a specific garment cut will work for your proportions. The variance between a slim-fit and a relaxed-fit trouser from the same brand in the same size can be six centimetres in the seat. No measurement guide tells you that.
Physics simulation approaches the problem differently. A likeness is not built from a graded pattern, but from your actual measurements and proportions. When a garment is draped over your likeness, the simulation models how the fabric behaves under tension, where it billows, where it pulls, and where it settles. The result is not a flat photograph but a dynamic representation of how that specific cut interacts with your specific geometry.
This is a qualitative shift. You are no longer asking whether the size fits the label; you are seeing whether the garment fits the body. A slim-cut trouser that fits a friend beautifully may pull across your thighs in the simulation, and now you know before you buy. A blazer cut that you have always avoided may, on your likeness, sit perfectly. The simulation does not guess. It models.
FLAÜNTE's Likeness is built from a nine-step profile that captures not just circumference measurements but proportional signals: the relationship between shoulder and hip, between torso and leg, and the silhouettes you prefer. The try-on layer applies those signals to every garment in the catalogue. Sixty percent of fashion returns are fit-related. Most of them are preventable once you have a reference point that is actually yours.