The Challenge
Vendor images often vary in white balance, exposure, and tint, leading to color shifts that break consistency across PDPs and ads. Without lighting & color normalization aligned to brand color references, the same SKU can look different across shots - hurting trust, triggering color-related returns, and risking marketplace rejections. Manual retouching is slow, expensive, and hard to scale for large catalogs.