
Starii Technology has launched Koozee, an AI visual production platform for apparel eCommerce. It helps apparel businesses create AI-generated model images, product visuals and apparel videos. AI is making apparel visual production easier, but gaps remain. General eCommerce AI often lacks apparel-specific optimization, while apparel AI may focus on one task. Businesses need a solution that understands apparel presentation and connects product display with marketing.
Users can upload a garment image to create AI-generated model images and virtual try-on visuals, then change the model, scene, pose or viewing angle. Koozee also supports lingerie, children’s apparel, cosplay costumes and pet apparel. Koozee generates main product images, flat lays, detail shots, ghost mannequin images and listing-page assets. Apparel-focused workflows turn one product image into multiple listing and marketing assets while presenting garment details.
Koozee creates Dynamic Lookbook and Fitlog videos from apparel images. Replicate Video creates new versions with users’ apparel assets based on authorized reference videos. Koozee also provides background removal, background editing, image enhancement and video enhancement for everyday asset preparation.
Koozee brings these capabilities into one AI workflow, reducing reliance on conventional shoots and fragmented post-production. Based on estimates developed during Koozee’s beta phase, the platform could reduce shooting costs by up to 99 percent and produce product images at approximately 12 times the speed of conventional workflows.
“Our goal is to help apparel businesses produce visual content more efficiently,” said Adrian Bennett, product lead at Koozee. “Koozee turns garment assets into product and marketing content, so teams can focus on products and growth.”
Developed by Starii Technology, Koozee helps apparel businesses create product and marketing content in one AI workflow.


