Scaling AI Across Your Marketing Organization — The 5 Pillars
The 5 pillars (infrastructure, prompt library, governance, training, KPI) plus the 7-item handoff memo that prevents flops on Team B.
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The 5 pillars (infrastructure, prompt library, governance, training, KPI) plus the 7-item handoff memo that prevents flops on Team B.
The 3-layer metric stack (productivity, engagement, business) plus a 7-line reporting template that gets AI budgets approved.
The 5 ethical controls every marketing team needs — privacy, bias, explainability, manipulation prevention, accountability.
Why 70-85% of AI projects fail — the 5 predictable failure modes and the kill-switch checklist that protects your budget.
A 90-day, 3-phase plan to take AI marketing from pilot to production — plus the 5-dimension rubric for picking the right first use case.
A 3-question decision rule for picking AI models, the two-model workflow that lifts quality 15-25%, and when to use specialists.
The RGCO framework (Role, Goal, Context, Output Format) plus 5 reusable prompt patterns that turn AI from mediocre to brilliant.
The 20 AI terms that cover 95% of marketing meetings — plus three distinctions that filter every vendor pitch.
Three AI categories every marketer needs to know, the 5 highest-ROI use cases, and where AI is still oversold in 2026.
The 90-day roadmap: validate offer, build one acquisition channel, install systems — the entrepreneur action plan for 2026.
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