ClipLumi helps people revise images they already have with natural-language instructions and visual references. Start from a source photo, request a focused change, compare the generated result with the original, and use task-specific workflows for image-to-image editing, uncropping, upscaling, backgrounds, retouching, product photos, and portraits.