Cloverse Inc. (Headquarters: Minato-ku, Tokyo; CEO: Kentaro Nakatani) will officially launch "Clovia," an apparel-specialized generative AI system, in July 2026. Clovia is an apparel-specialized AI system that can generate commercial-quality e-commerce worn images simply by uploading a flat lay image and specifying styling. It achieves the quality and productivity required for commercial use by combining image generation with a high-precision algorithm, a system infrastructure supporting mass production, and quality control by designers with apparel backgrounds. This system release initiative has also been featured in the Nikkei newspaper. Article: https://www.nikkei.com/article/DGXZQOUC191HL0Z10C26A6000000/ Background: Two Structural Challenges in Apparel E-commerce Production With the expansion of the e-commerce market, the burden of visual production for apparel brands is increasing year by year. In supporting the production sites of over 30 apparel brands, Cloverse believes there are two major challenges in the field. 1 Burden of Shooting and Operation Shooting incurs significant time and cost, including model arrangements, studio reservations, product sample management, and on-site coordination. Furthermore, it is necessary to handle mass shooting for each season, and in production systems dependent on human labor, it often takes 2 to 3 weeks from planning to delivery. 2 The Wall of "Generative AI Alone Cannot Reach Commercial Quality" While generative AI enhances production efficiency, it has limitations in reproducing silhouettes, material textures, and brand tones. Additionally, operational burdens such as prompt adjustments, revisions, and confirmations remain, making it difficult to achieve both commercial quality and production efficiency with AI alone. Clovia is an apparel-specialized AI system developed to solve these two challenges by combining high-speed generation with AI and quality control by designers with apparel backgrounds. Solution: Mass Produ