A useful AI image workflow starts with a review plan, not an endless stream of generations. Define the communication goal, intended format, protected brand details, and the element that should attract attention first. Create a small set of deliberately different options and compare them at thumbnail size for hierarchy, subject separation, and space for copy. Then inspect the strongest candidate at full size for edge quality, lighting consistency, object shape, and visual artifacts. Change one variable at a time so the reason for each improvement remains clear. Nano Banana 2 Lite is an independent third-party workspace for prompt-based image creation and object-reference editing:
https://nanobanana2lite.tools/ It can support early advertising concepts, product mockups, storyboards, social graphics, and brand visual drafts. Treat every generated result as a draft and verify it against the original brief. The loop is simple: define constraints, generate limited options, compare against the same criteria, refine one issue, and stop when the image solves the communication problem.