Building an AI-Native Company: Change Management Over Shiny Tools
How to assess AI fluency, set success metrics, and create shared context so AI reliably ships work.
I build with AI and teach others to do the same.
I built Humblytics, a conversion platform for marketers and agents, and founded AI Native Operators, where I teach operators and teams to become AI-native.
I also work with teams, from startups to mid-market and up, to build AI features, internal tools, and growth systems that ship in production, across product, growth engineering, and applied AI.
How to assess AI fluency, set success metrics, and create shared context so AI reliably ships work.
From idea to A/B-tested landing page in one session using Claude Code, Idea Browser, Paper, and Humblytics.
How Claude Skills powers a full agent army that runs business operations end to end.
What it means to be AI-native, human accountability in AI, and how companies scale adoption through culture.