No user research was conducted. The concept documents reflected the owner's vision. My role was to translate ambiguity into a shippable product: defining the flows, building the recommendation logic, creating a design system that could scale, and making design decisions where the spec was silent.
AI was a workflow tool throughout the project. I used Claude to process client documentation into structured user flows, to research astrology systems and translate them into product rules for the recommendation engine, and to accelerate design system documentation: token naming, component specs, and usage guidelines. The visual design, component architecture, and all 19 screens were mine.