Metail describes itself as a specialist apparel AI house. Founded to solve fit and visualisation problems for clothing brands, it built a research and development team focused on computer vision, machine learning and 3D body modelling rather than generic generative AI. Its work sits at the intersection of fashion design software, e-commerce presentation and factory operations.
Three lines of work are highlighted on the site. EcoShot, launched in 2020, let apparel 3D CAD users — starting with Browzwear VStitcher via a plugin — render their designs on real-life models within about 24 hours, avoiding the need for a physical sample. The Metail-Avatar-System (MAS) turns two photographs from a smartphone into an accurate 3D body scan; Size Stream uses it to power apps including the made-to-measure shirt app Formcut and the body-visualisation app MeThreeSixty. Machine-Learning Advanced Motion Analytics (MAMA) tracks how long sewing-line workers take across all their activities to help manufacturers improve line efficiency.
The company also experimented with GANs to make MetaHumans look more lifelike and continues to promote apparel video as a growth channel. Importantly for buyers, EcoShot is no longer a Metail-operated product: the site states it is now owned by Tronog, whose team is adding AI-generated models alongside the existing real-life model imagery. Metail's site is otherwise largely a company and technology overview, with commercial enquiries routed through a contact form.
