How a 30-person E-commerce Brand Botched 50 Product Images and Lost Momentum

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What happens when a team runs a blind batch through an AI image editor without checking resolution limits and the images contain hair, fur, or semi-transparent packaging? For one outdoor pet accessory brand, a single bulk edit on 50 product photos