Product discovery & UX research
User interviews, Jobs-to-be-Done mapping, and usability audits that give engineering a clear problem to solve, not a spec to interpret.
UI/UX & Product Design · Supporting work
Design that gives engineers something they can build.
From discovery to design system to implementation QA. We design for the edge cases, the loading states, and the moments where AI outputs meet user expectations.
What we do
From research to shipped UI.
UI design & design systems
Component-level design in Figma with token-based design systems your engineers can maintain. Consistent across web, mobile, and admin interfaces.
Interaction design for AI products
Designing interfaces where model outputs meet human expectations: confidence indicators, fallback states, and progressive disclosure for uncertain results.
Design handoff & QA
We stay through implementation to catch deviation from spec. Redlines, implementation notes, and a final design QA pass before launch.
Design and engineering in one engagement.
Design is most effective when it runs alongside engineering, not ahead of it. Book a call and we'll scope both together.