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.
Why Most AI Marketing Initiatives Fail: The Missing Governance Layer
Most AI marketing initiatives fail due to structural misalignment, not technical gaps.
Sustainable impact requires a defined governance layer with clear decision rights and oversight.