eBook: The Governance Imperative

Key Takeaways

• Governance must be built in from the start. AI governance can't be retrofitted after deployment; it must be embedded in both the technology and the operating model from day one to ensure transparency, accountability, and compliance.
• Agentic AI changes the stakes. When AI moves from generating outputs to executing operational decisions autonomously, legal departments need clear audit trails, human oversight mechanisms, and explainable decision-making to scale with confidence.
• Vendor governance matters as much as AI functionality. Since most legal departments rely on technology partners, evaluating a vendor's governance framework, data protection practices, and auditability capabilities is essential before any AI deployment.