Here is a sample Table of Contents for AI Governance Playbook that we have been developing with several clients.
The AI Governance Lead must lead the development of the Playbook. A well-developed playbook requires cross-functional skills, legal knowledge, technology expertise, security know-how and ability to speak the language of the business.
The playbook covers a number of topics including the AI Governance Framework, Organization, Applicable Regulations, Human-in-the-Loop / AI Stewards, AI Security, AI Risk Management, AI Use Cases, AI Impact Assessments for Top Use Cases, and AI Governance Roadmap.
The playbook is a great way to facilitate cross-functional collaboration. Please note that the Playbook excludes the AI Policy, which is likely a separate document that will have Legal input.