Gartner data shows 70% of CMOs name AI leadership a priority. Only 30% have the infrastructure to back it up. Here's what closes the gap. The Gist Ambition vs. readiness. Gartner's 2026 CMO Spend Survey reveals that 70% of marketing leaders name AI leadership as a critical goal, yet only 30% report organizational maturity capable of scaling it — a gap that requires infrastructure and governance before more tools. Data before deployment. Clean, unified data is the foundation any AI investment requires to perform. CMOs who layer AI onto fragmented systems accelerate noise rather than results, and the damage to team confidence compounds quickly. Literacy earns the mandate. The CMOs advancing through AI disruption are personally fluent in how AI moves through their workflows. Delegating that understanding entirely to vendors or technical teams creates accountability gaps that boards are beginning to notice. Think of a general contractor who wins every bid but can't finish any project on time.…