Great for one image. Then what?
Midjourney, DALL-E, and Stable Diffusion can all generate impressive furniture images. Upload a reference photo, write a prompt, and you'll get a solid result. The AI keeps getting better.
The problem is everything around that one image. It isn't tied to a product record, a variant or an approved material. It lands in a downloads folder, not a shared asset library. And each tool runs on its own provider's models. For a furniture brand with hundreds of SKUs, that work around the image is where single-tool workflows break down.


