Often Missing SkillsMetric GovernanceData LineageAccess ControlPrivacy ComplianceData Cost ManagementData ObservabilityChange ManagementPortfolio Management
Development SuggestionsBuild a portfolio of data products with clear owners, definitions, and success metrics. Establish a repeatable intake and prioritization process. Strengthen governance by documenting metric definitions, ownership, and access rules. Practice executive storytelling by tying data product improvements to revenue, cost, risk reduction, or customer experience.