Writing about AI and marketing

Practical notes on using AI in marketing workflows, connecting growth systems, and understanding what holds up beyond the first experiment.

The focus is not AI in isolation. It is how marketing teams can give AI a clear place in the work, keep human judgment and accountability, and measure whether the result actually improved.

I am preparing the first articles for this collection. In the meantime, the About page explains the experience and point of view behind the writing.