The Challenge
Building sets for every product shot is slow and costly. Inconsistent surfaces, improvised props, and busy backgrounds create off-brand imagery that hurts CTR and marketplace acceptance. Manual retouching can’t scale across catalogs or seasonal campaigns, and creative teams struggle to keep e-commerce marketing visuals consistent across PDP, PLP, and ads.