I combine AI generation with manual refinement in Photoshop to ensure accuracy in product representation, consistency across assets, and a polished, campaign-ready finish. This approach allows for faster production, flexible creative direction, and reduced reliance on traditional photoshoots, while maintaining a high-end visual standard suitable for web and marketing use.