Start with the real editing problem
Decide whether the image needs cleanup, enhancement, background removal, object replacement, expansion, retouching, or a completely new AI-generated element. Choosing one primary job keeps the edit measurable.
Protect subject and product truth
Duplicate the source, preserve an untouched reference, and inspect faces, hands, logos, labels, edges, reflections, materials, and color after every generative change.
Build a reversible sequence
Crop and correct first, isolate the subject, repair or replace the background, make local generative edits, then enhance and export. Changing one layer per pass makes failures easier to undo.
Prepare for AI video generation
If the image will become an image-to-video source frame, leave room for action, lock identity and composition, and avoid tiny details that are likely to drift. Compare the approved frame in Picsart and Polox AI before animation.