Yale CELI Publishes Cross-Industry Agentic AI Governance Framework Across Banking, Healthcare, Retail, and Supply Chain

Yale's Chief Executive Leadership Institute (CELI), led by Jeffrey Sonnenfeld, published a cross-industry governance framework for agentic AI that identifies 8 governance variables (transparency, accountability, bias, data privacy, decision reversibility, stakeholder impact scope, regulatory prescription, and structural governability) applied across 4 industry archetypes: banking, healthcare, retail, and supply chain. The framework is based on six months of research analyzing hundreds of company materials and dozens of conversations with senior US technology leaders. It was prompted in part by capabilities exposed by Anthropic's Claude Mythos Preview model.