Often Missing SkillsClear Success MetricsData Readiness AssessmentAI Cost EstimationRisk ManagementAI GovernanceSecurity BasicsPrivacy BasicsProcurement SupportPilot DesignModel MonitoringChange ManagementContract Scoping
Development SuggestionsBuild a repeatable delivery toolkit with templates for discovery, use case scoring, roadmaps, governance, and pilot plans. Create two to three case studies that show baseline metrics, actions taken, and measurable outcomes. Strengthen practical knowledge of data platforms, model evaluation, and risk controls so recommendations are implementable.