Often Missing SkillsAI System KnowledgeModel EvaluationData GovernanceAI Vendor Due DiligenceControl DesignEvidence ManagementChange ManagementMetrics Design
Development SuggestionsBuild a repeatable governance process with clear approval steps, evidence templates, and monitoring metrics. Deepen practical AI knowledge by partnering with engineering teams and reviewing real model documentation. Practice translating technical risk into business impact for executives.