Fashion Discovery Labs, Inc. | 14 followers on LinkedIn. Fashion Discovery Labs is a startup company based in San Francisco, CA. Our mission is to enable everyone to discover fashion in the real world through smart mobile devices. We aim to bridge the gap between online and retail shopping experience.