The Challenge
Traditional product photography depends on samples, studio bookings, and retouching - slowing launches and inflating cost per asset. Long-tail SKUs and regional assortments ship late or with generic imagery. Inconsistent lighting and backgrounds hurt brand consistency, while marketplace image rules (ratios, sizes, backgrounds) add rework and rejection risk