Photorealistic AI image generation has quietly become good enough for real marketing work: consistent faces, believable light and repeatable camera language across a whole set. The remaining failures are predictable (hands, text in frame, repeated objects), so a seed-locked revision loop is what actually gets you to a usable asset. Free browser tool: https://realisticaiimagegenerator.online/