I design complex digital products grounded in research, validation and close collaboration with product and engineering.
My process evolved - AI didn't replace it, but changed how fast and how far I can go.
AI allows me to explore more, test faster, and validate decisions - not replace product thinking.
Manual synthesis, slower pattern recognition
Limited exploration due to time constraints
Fewer variations tested before decisions
Faster synthesis and broader pattern discovery
Rapid exploration of multiple directions
More scenarios tested before committing