A copilot suggests. An agent acts. That distinction sounds small until you're responsible for an AI system that creates case records, reassigns leads, or sends customer emails without a human confirming first. The real question enterprise CRM teams face right now isn't whether to adopt agentic AI — it's how to design for trust before autonomy is granted.

Drawing on experience designing and implementing multi-agent Copilot architectures across enterprise Dynamics 365 environments, this session lays out a practical governance framework structured around the full agent lifecycle: scope and risk decisions at design, permissions and guardrails built into the system at build, trust earned through staged autonomy at deployment, and sustained oversight at management.