※ NDA note
Manifest OS is under an active NDA, so I can't show real product screens here. The sections below cover the work and outcomes. Get in touch if you'd like a walkthrough of the real product.
Achievement
785 → 230
Design tokens reduced (−70%)
~10k
Daily users on the updated system
My contribution
- Design systemAudited and rebuilt the token scale for maintainability
- Case Health RadarShipped and validated with attorney user testing
- AI assistantIn-context chat and inline document editing in production
01 — Design System
Design system audit and rebuild
Method
Manifest's design system had gotten hard to maintain. Hundreds of near-duplicate tokens for color, type, and spacing had piled up as the product scaled. I audited the full token set and rebuilt it around a smaller scale.
Using Cursor to keep Storybook and the front end in sync with the new tokens, the updated system shipped to a platform used by roughly 10,000 people daily.
02 — Case Health Radar
At-a-glance case status for attorneys and PMs
Method
I shipped a feature that gives attorneys and PMs an at-a-glance read on where a case stands, then iterated through several rounds of prototyping and validated it directly with attorneys in user testing. One line of feedback that stuck: the tool would be a real asset for their team once it was fully deployed.
03 — AI Assistant
AI assistant in the case detail page
Shipped
I designed the in-context AI chat for the case detail page, plus AI-assisted inline document editing. Both shipped to production.