“Make this image better” is not a sufficient production instruction. A marketplace cutout, editorial crop, transparent asset and campaign composite each have different technical and representational requirements.
We classify images by source quality, subject complexity and intended output. Approved edits can improve consistency and usability, but they should not add features, alter product proportions or create a misleading commercial result.
A controlled image-editing workflow provides scalable production while authorised owners retain brand and truth-in-advertising authority. The solution includes organised source and output files with exceptions clearly separated.
eCommerce and Marketplaces
Brands and Retailers
Creative and Marketing Agencies
Publishing and Media