To understand and eliminate the root causes of costly late-stage revisions, I focus on translating existing physical retail footprints into scalable, production-ready 3D environments. For this project, I reverse-engineered a Kiehl's flagship storefront from 2D referencing. This included mapping structural elevations, material limits, and VM sightlines. I provide expert level understanding and visualization between flat graphic design and immersive, functional architecture.