Before any image generation, I extract the brand's visual DNA through systematic analysis — campaigns, editorial, packaging, social. I'm looking for unconscious patterns and hidden symmetries: the color temperatures they return to, how they handle light and skin, their compositional habits, what motifs recur, what angle last year's campaign took.
 

This research creates a foundation. The creative work still lies ahead. Once enriched by the best possible visual analysis and track record, creation comes from a higher place. I ensure it goes along the brand's strategic approach for the year,
Addresses fears, serves dreams, leverages opportunities and navigates obstacles.

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Still, no AI gives a perfect output. Every image here required significant refinement — color correction, compositional adjustment, detail work. Generation is perhaps 60% of the process. Knowing what's wrong and fixing it is the other 40%.

Once the first hero image is achieved, all the rest can be derivative. And again, many will require refinement.