04 / THOUGHTS
Notes from the
messy middle.
Short, practical observations on marketing innovation, AI-assisted work, building apps and testing product ideas.
From campaigns to systems: what marketing innovation actually means
The channel is rarely the whole problem. Sustainable improvement happens when creative, tracking, commercial context and feedback start working together.
Read the draft ↗AI makes marketing judgment more valuable, not less
AI makes production cheap. That raises the value of knowing what to ask, what to ignore and what deserves to become a system.
Read the draft ↗