Featured note
What AI Skills Are Marketing Recruiters Actually Asking About In 2026
In 2026, marketing hiring managers are asking three questions: Can you show me something you built?
Category
Prova posts about Leader for marketers choosing an Operator, Leader, or Builder path.
Featured note
In 2026, marketing hiring managers are asking three questions: Can you show me something you built?
AI governance in marketing needs three gates: copy review, data privacy review, and brand standards approval before anything goes live.
An AI tool recommendation brief needs the problem, workflow change, risks, cost, build-or-buy rationale, and success metric.
Choose the Operator Path for workflows, the Leader Path for AI pilot decisions, or the Builder Path for a working slice your team can use.
Marketing directors don't need to build AI tools themselves.
A 90-day AI pilot needs workflow selection, baseline measurement, controlled rollout, and a final team decision.
Measure AI ROI in marketing with time reclaimed, output quality delta, and cost per qualified output.
A practical AI vendor evaluation scorecard for marketing teams comparing tools, pilots, risk, workflow fit, and support burden.
A practical worksheet for redesigning marketing team roles around AI without pretending every role should simply become more automated.
A practical way to turn AI experiments into a marketing operating system with owners, rhythms, review points, and evidence.
A practical AI readiness scorecard for marketing teams that need to know what is safe to pilot and what still needs operating work.
A 90-day AI rollout plan for marketing teams that need ownership, measurement, review rhythm, and a pilot that can survive real work.
Why marketing AI pilots need a measurement architecture before teams can make credible claims about value, risk, and adoption.