The structural fix was the taxonomy. Styles were defined and organized, from broad style categories (modern, traditional, transitional, boho, and adjacent) down to specific design sub-categories. Each style was characterized in operational terms: what room settings represent this style, what accessories belong, what photography angles serve it, what consumer aesthetic preferences it speaks to.
Months after the taxonomy was built, the website was recategorized to reflect it. The brand now had architecture that scaled. Photography teams could execute style-coherent room settings without brand-team supervision at every shoot. Digital room-setting designers had a framework for which products combined coherently. Warehouse-side production had structural guidance for what consistency looked like. Customer-facing operations could speak to consumers in style-coherent language.
The taxonomy became the foundation for everything downstream: photography direction, room-setting design, packaging governance, customer service brand voice, and digital catalog architecture.