Insights

Notes from the working layer.

Plain answers on AI in marketing, from someone who builds the systems and runs the campaigns. Written for business owners and marketing leads who want it to work, not just to hear about it.

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What an AI marketing system actually does, and what it never should.

A plain definition of an AI marketing system, the five jobs they do inside real businesses, and the decisions that should stay with a person.

· 6 min read