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Writing on AImarketing systems.

Practical posts on automation, measurement, and the systems behind marketing that runs without you.

15 Apr 2026 · StrategyWhy most AI marketing tools fail without a strategistSet-and-forget AI is the wrong default. The systems that compound have a person making the calls that matter.