Human Review in AI Automation: A Practical Governance Framework
Design human review for AI agents and automation according to consequence, uncertainty, permissions, accountability, and measurable risk.
PMMA Insights
Articles by Joe Marrino
Joe leads PMMA Advisory Group, bringing more than 30 years of experience across business and finance, technology initiatives, operations, program leadership, PMO design, transformation, and project recovery. He helps organizations apply practical AI to the operating systems that drive growth, efficiency, and delivery.
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