Each prompt was built in layers: wardrobe and fabric detail, pose and framing, lighting, camera language and mood. I iterated on every frame, refining garment construction, texture and light until the image matched the creative direction.

Maintaining a recognizable model and styling across multiple frames is one of the biggest challenges in AI fashion imagery. I controlled poses, facial expressions and framing from shot to shot — from a direct close-up gaze to a calm, closed-eye stance — while keeping the visual system intact. The result reads as one campaign, not a set of separate generations.