Panelists explained how they are adopting agentic AI internally before selling it: tie use cases to financial value, define operating models, and centralize safety, privacy, and guardrails. They stressed matching models to workflow risk and ROI—using frontier models only for high-intelligence security tasks while cheaper deterministic or specialized systems handle simpler work.