15+ years designing risk and lending workflows for banks and financial institutions. AI is part of how research, prototyping, and iteration happen now — faster, without cutting corners. See how, in every project below ↓
Most of the work here is under NDA, so screens and data stay private — but the process is fair game to show.
AI-assisted prototyping cuts down the pixel-pushing and frees up time for what actually needs a designer: closer collaboration with product, prototypes in front of users sooner, and iteration based on what they actually say.
That doesn't mean handing over judgment. AI makes assumptions quietly — every exchange gets reviewed, pushed back on when something's off, and checked before it ships.
Each pattern above is covered in more depth in the case studies — see how it plays out →