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David Marshall —

The Non-Technical PM's Guide to AI Product Strategy

A practical framework for leading AI products without knowing how to code—proven at Amazon scale.

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David Marshall —

The AI Democratization Manifesto: Why Leadership Beats Code

The AI revolution is creating artificial barriers between those who code and those who lead. It's time to change that.

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Insights on building production AI without an engineering team.