Update (Mon, June 15): Following a recent company layoff, I have secured the final project assets and am actively building out this case study.

This case study details a dual-track initiative: redesigning the platform's Information Architecture to integrate an omnipresent AI analysis bot, while simultaneously building a scalable, AI-focused shadcn design system.