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Beyond the prompt:

A practical operating model for using AI in marketing.

AI adoption in marketing is an operating-model challenge.

The difficult part in my experience isn’t getting access to the tools, It’s deciding where an uncertain output is useful, where a defined outcome is safer, where experience still matters most and how those choices fit together inside real work.

This paper maps the journey from scattered experimentation to a practical operating model for AI in marketing.

48 pages • 7 chapters • Free PDF

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