AI Exposes Marketing Operating Model Gaps

Forrester warns that AI adoption is exposing structural gaps in marketing operating models, urging CMOs and transformation leaders to define decision rights, governance, and roles to avoid pilots stalling. The firm says AI amplifies inefficiencies when organizations lack clear ownership and aligned incentives, and offers leadership actions including defining AI's role, accelerating decisions intentionally, and establishing a shared North Star. Forrester will host a related session April 26–29, 2026, at its B2B Summit in Phoenix.
Key Points
- 1Expose structural gaps: AI highlights unclear decision rights, fragmented ownership, and misaligned incentives within marketing teams.
- 2Amplify inefficiencies: Without governance, pilots stall and AI accelerates confusion rather than scalable outcomes.
- 3Require leadership action: CMOs must align governance, roles, incentives, and a shared AI North Star to scale.
Scoring Rationale
Actionable, credible Forrester guidance on organizational readiness, but constrained by promotional framing and limited novel, evidence-backed findings.
Sources
Public references used for this report.
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