Often Missing SkillsHands on Model EvaluationModel Monitoring DesignRegulatory InterpretationData Lineage ManagementThird Party AI Due DiligenceIncident ManagementMetrics DefinitionAudit Readiness
Development SuggestionsBuild a repeatable governance playbook with templates for risk assessment, documentation, approvals, and monitoring. Partner with data science teams to learn evaluation methods, and partner with legal and security teams to turn regulatory and security requirements into practical checklists and controls.