AI Investment Discipline: How CMOs Govern Capital Allocation in the Age of AI
AI expansion in marketing is accelerating faster than capital discipline.
CMOs must govern AI as a structured investment portfolio, not a collection of experiments.
Measuring AI Marketing Maturity: How CMOs Assess Structural Progress
AI activity does not equal AI maturity.
CMOs must assess governance, decision rights, and portfolio discipline to measure true structural progress.
From Experimentation to Execution: How CMOs Build AI-Enabled Marketing Systems
AI experimentation does not create system capability.
CMOs must formalize decision rights, portfolio governance, and operating discipline to scale execution.