Often Missing SkillsScopingChange ManagementMetric StandardizationData GovernanceExperimentation DesignTeam CoachingVendor ManagementCost Management
Development SuggestionsBuild a repeatable engagement playbook that includes discovery, KPI alignment, a 90-day roadmap, and reporting standards. Practice translating analysis into decisions with clear recommendations, owners, and timelines. Strengthen governance and data quality habits with documentation, monitoring, and lightweight review processes.