Founder · Builder · Speaker

Writing and talks.

Where I think out loud about agentic systems, modern search, and building lean.

I write about agentic systems for service businesses, AI transformation in practice, and how search is changing in the LLM era. I speak about the same things at conferences. Some of what I write gets cited inside AI assistant answers, which is, increasingly, what visibility looks like now.