The Challenge
Manual background removal is slow and inconsistent. Busy scenes, halo edges, and color casts slip through QA, causing low CTR and marketplace rejections. Teams juggle different background rules (white/gray/transparent), file specs, and ratios for each channel, which increases retouch cost and delays time-to-publish - especially across large catalogs and cross-border e-commerce marketing.