• Frameworks for governing autonomous agents across distributed enterprise environments
• Ensuring consistency and reliability: drift detection, policy enforcement, auditability, and real-time oversight
• Balancing autonomy and control to enable innovation while protecting brand, safety, and compliance
• Techniques for evaluating agent quality across tasks, domains, and multimodal workflows
• Lessons learned from early enterprise deployments and what leaders would do differently next time