Intelligence begins with the body
Fashion already measures product, transactions, inventory and consumer behaviour. What it has never had is the actual human body connected through that information in a way that continuously creates knowledge.
Film 01 · 0:21 · voiceover
"…the human body never became part of the system itself."
01 — The missing intelligence
Every part of the chain already produces data. None of it is anchored to the one reference that determines whether a garment works: the person wearing it. 1FORM is the layer that connects them, and it keeps building as it runs.
02 — The business impact
The value is not any single metric. It is the analytics those separate data sets cannot produce independently, because until now nothing joined them to a real population.
More informed decisions → streamlined production → more precise inventory and allocation → new revenue opportunity → stronger margins → less waste.
The cost does not stop at the return. European studies put the average share of unsold textiles at around 21%, and between 4% and 9% of everything placed on the market there is destroyed before it is ever worn.5 As of July 2026 destroying it is no longer an option in the EU: unsold clothing and footwear now fall under a disposal ban.6
Meanwhile inventory days have reached an all-time high, and executives rank assortment mix and inventory as their first and second priorities for protecting margin.7 The industry is being asked to commit capital earlier, more accurately, and with more of the consequences landing on its own balance sheet.
03 — Body data
Fashion has always described bodies through a size chart built from population averages. 1FORM works from real body data instead, held as a reference that is kept up to date rather than assumed once and carried forward for years.
Fit is where the value first becomes visible. It is not where it ends.
1FORM is not a scanning company, and this is not an avatar or a judgement about anybody. How the data is captured, how its accuracy is established, and how the intelligence is assembled are covered in conversation, not here.
04 — Shared capability, separate identities
A group built from distinct houses already understands shared capability. 1FORM follows the same principle: intelligence can serve an individual house while appropriate aggregated intelligence creates a broader view across the group. Different houses can ask different questions of the same infrastructure without operating alike, and without surrendering what makes them distinct.
05 — Where it can go
Apparel is the first deployment, not the architectural boundary. As the intelligence grows, the same infrastructure extends into other body-dependent categories using category-specific inputs. Reach expands across products, populations, markets and participants.
1FORM is designed to sit underneath the systems the industry already runs on, rather than alongside them as another tool to adopt.
The asset is intelligence that no single house can assemble on its own. What that asset is made of, and how it accrues, is covered under NDA.
Accuracy is graded and published rather than claimed. The first proof is designed to produce a number: predicted fit against a graded sample, with the error stated.
1FORM intends to become the body-intelligence standard for fashion. Not a claim that it already is one. A standard is built from real interactions, real outcomes, accumulating intelligence, interoperability and adoption. This is where the architecture is designed to lead.
Size distributions move faster than the systems built to describe them. Assortment, grading and allocation are planned against population data that is already out of date by the time product ships, and no participant in the chain holds a current record. Recent survey work has put a number on how quickly a national size curve can move.1 The mechanism matters less than the fact that nothing in the industry was watching it.
Contact
Whether you build product, sell it, source it, or invest in the companies that do, the conversation starts the same way.
The films
Both cuts in full, with sound. The first carries the voiceover; the second is scored.
Sources
Return-rate methodologies differ between sources. NRF measures all US retail; Coresight measures US online apparel and footwear specifically. The two are not directly comparable, and are labelled separately above. Figures are restated from published summaries; the underlying Coresight reports are subscriber-gated and should be read in full before any of this is used in a fundraising document. Source [6] is a vendor's own published benchmark, not independent research, and is labelled as such.