Often Missing SkillsClear personalization success metricsExperimentation rigorCross channel executionContent operationsData governancePrivacy ready designVendor negotiation
Development SuggestionsBuild a simple measurement framework, run a high impact experiment roadmap, and document governance for targeting and content. Strengthen cross channel delivery by partnering closely with email, web, and app owners. Stay current on privacy rules and consent practices, and practice vendor evaluation using a scorecard tied to business outcomes.