01
Lock a clean identity reference
Use a clear face and upper-body reference without product, text, or scene clutter competing with identity.
Keep the character recognizable when the campaign changes.
Consistency is a production discipline: a clean identity reference, fewer conflicting inputs, controlled scene references, and review after every generation.
A production system built around references, not prompt luck.
Every workflow connects the initial text brief, a generated fictional identity, selected reusable references, generation settings, review, and delivery.
02
Compose references intentionally
Add products, outfits, props, and environments only when they are relevant to the requested frame.
03
Keep the approved outputs
Review generations in the media library and reuse the strongest image as the next production anchor.
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