December 24, 2025

Why AI makes single-owner systems a cost-saving reality

Why multi-brand enterprises are spending millions maintaining fragmented design systems—and how AI-enabled single ownership changes the economics.

April 10, 2023

Lessons from analyzing 4 big surveys with AI

This post is for design leads, researchers, and product managers interested in harnessing the power of AI to synthesize survey data effectively.

Things I write about

20+ years of UX & startup insights. Distilling cross-industry patterns from FinTech, SaaS, and AI into scalable paths for leaders, developers, and builders.