AI Tiger Team — Quick Guide to Create a Cross-Functional AI Governance Team

AI is already working inside your organization — screening candidates, drafting client emails, flagging transactions, summarizing contracts — often with no formal approval, no named owner, and no one tracking where it lives. The real question is no longer whether your organization uses AI; it’s whether anyone is governing it.

This quick-start guide introduces the AI Tiger Team: an enterprise-level cross-functional AI governance committee that brings Ethics & Compliance, Legal, IT, Cybersecurity, HR, Internal Audit, Data Governance, and Finance under one shared mandate — ensure AI is selected, deployed, monitored, and governed responsibly.

Inside the guide:

• The four forces making AI governance urgent — acceleration, governance lag, shadow AI, and agentic AI
• What an AI Tiger Team is (and what it is not)
• Why a governance team pays for itself: risk avoided, value enabled, efficiency gained, trust protected
• Five practical ways to start, from securing an executive sponsor to governing by risk tier