Notes on strategy, systems, and AI.

What I am working through with marketing teams: what builds a path to revenue, what runs it, and where AI earns its place.

Want to know where your own team stands?

The AI Fluency Score takes about eight minutes per person and tells you how your marketers actually use AI, and which of the three gaps is holding them back.

Run the assessment