Walk away with a governance and operating model framework for human-AI collaboration, including clear decision rights, escalation paths, and criteria for when AI can act independently, assist humans, or must defer entirely.

• What does the workforce look like when decision-making is distributed across humans and machines?
• How do roles, incentives, and performance models change in AI-augmented teams?
• How do you design accountability so autonomy increases trust instead of risk?