The Challenge
Hero visuals for banners and collection pages usually require fresh studio time, models, and heavy retouching. This slows launches, inflates cost per asset, and creates inconsistent art direction across regions and channels. When e-commerce AI marketing needs rapid updates for seasonal campaigns, teams can’t scale virtual photoshoots on demand - so collection pages ship with generic or mismatched campaign imagery that underperforms.