The first render from my AI fashion studio looked perfect. Then I put it next to the real top: eleven stripes on the garment, nine on the render.

AURA Studio replaces the product photoshoot. Upload a model and a garment, set the pose, background, camera and light, and get an editorial image back.

Better prompts barely helped. So every render now goes through checks in ordinary code: colors sampled from the flat lay, prints compared with the close-up, the hem measured against the outline. Drifting renders are flagged before anyone sees them, and a person still approves every image.

If you sell clothes online, which check would you want first?