Fashion AI glossary
AI product photography
AI product photography is the use of generative AI to create product images — packshots, ghost mannequin, on-model, and lifestyle — directly from a source image, without a traditional photoshoot.
AI product photography is the broader category that includes packshot generation, ghost mannequin, on-model rendering, background swap, and lifestyle scene generation. The defining trait is that the output is generated rather than photographed.
The economic case is straightforward. Traditional fashion product photography costs anywhere from $50 to several hundred dollars per image when you account for studio rental, model fees, stylist, photographer, and retoucher. AI tools deliver comparable output at $0.50 to $2.00 per image.
Modern AI fashion platforms (Kaptured.AI, Claid, Flair, Pebblely, Botika and others) cover different parts of this stack. Brands typically pick the platform that matches their primary vertical — apparel, jewelry, footwear, or CPG — and their workflow (bulk catalog vs hands-on creative).
