Governing AI at Scale: Risk, Capital & Institutional Accountability

Organizations face new challenges around governance, accountability, and risk management as artificial intelligence moves from experimentation to enterprise deployment. This panel brings together leaders from private capital, corporate law, and financial advisory to examine how institutions are structuring responsible AI adoption. The conversation will explore how capital markets, legal frameworks, and enterprise governance shape how AI is financed, evaluated, deployed, and scaled. As investment, underwriting, and operational decisions increasingly depend on AI systems, how are institutions assessing risk, allocating capital, and ensuring accountability? From balancing innovation with oversight to understanding what separates organizations that successfully operationalize AI from those that struggle, this discussion offers a practical look at governing AI in real-world institutional environments.