Generative AI is now part of most digital content workflows. It can speed up production dramatically, but it doesn’t solve every problem. AI outputs often need extra polish before they’re ready for production: a background swapped, a crop refined, or a blurry detail sharpened. Without those fixes, brands risk shipping assets that feel inconsistent or […] The post Scaling Brand-Quality Images in the Age of GenAI appeared first on Cloudinary Blog.