AI Governance Structures and Accountability
Explore how to structure AI governance with clear accountability and decision-making authority. Understand roles like executive sponsors, business owners, and governance councils. Learn about risk classification, decision rights, and review mechanisms to oversee AI applications responsibly and ensure compliance and security.
The sensitive customer guidance assistant is ready for launch, yet its risk and control plan does not answer a critical question. Who can approve customer use, pause the assistant after a harmful response, and answer for the business outcome? An AI governance council is a cross-functional decision body that sets direction, reviews material AI risks, and has authority to approve, pause, or end an AI use case.
Decision rights for the guidance assistant
The executive sponsor gives the guidance assistant its business mandate, resources, and organizational backing. The sponsor should not replace operational accountability. One named business owner is accountable for whether the assistant meets its approved customer-guidance purpose, including whether it launches, changes scope, pauses, or terminates.
The council brings together business, technology, data, legal, compliance, risk, security, and human resources representatives when workforce effects matter. Each function contributes a distinct review lens. Legal and ...