Stitch Fix is an online personal styling service that pairs data science and machine learning with human stylists to send clients hand-picked apparel, shoes and accessories. Clients complete a Style Profile, receive a curated shipment (a "Fix") to try on at home, keep what they like and return the rest, or shop directly through the on-demand Freestyle storefront. Founded in 2011 by Katrina Lake and public since 2017, the San Francisco company serves millions of clients across the US and UK and reported roughly $1.27 billion in fiscal 2025 net revenue.
Doji is a New York-based AI fashion startup building an app that turns a handful of selfies into a photo-realistic personal avatar, then lets people try on real clothing from anywhere on the web. Founded in 2024 by Dorian Dargan and Jim Winkens - the name is a mash-up of their first names - Doji uses its own diffusion models to make virtual try-ons feel less like a gimmick and more like a fun, social way to shop. The company raised a $14M seed round led by Thrive Capital with participation from Seven Seven Six in May 2025, days after launching on the App Store in more than 80 countries.