Lena Ortiz
E-commerce Visual Lead
Our lookbook needed one model in forty outfit variants, and every generator we tried drifted by the tenth change, with skin going gray and the backdrop shifting hue. Seedream 5.5 held the pose, face, and lighting through all forty edits, and each outfit exported as a transparent PNG straight into layout. A week of retouching became one afternoon.













































