Building Copilot Studio agents works great in pilot scenarios. Scaling them safely across enterprise environments presents entirely different challenges. This session delivers a comprehensive playbook for establishing governance, monitoring, and security controls that enable responsible agent adoption at scale.

We will examine common production pitfalls experienced by organizations transitioning from experimentation to enterprise deployment: uncontrolled agent sprawl, unexpected data exposure through connector combinations, unpredictable consumption patterns, and incomplete audit trails during compliance reviews.

The session presents proven architectural patterns including:

Environment Strategy: Zoned governance models (personal/team/enterprise) with appropriate DLP policies per maturity level

Identity Management: Treating agents as first-class digital identities with Microsoft Entra ID integration, role assignments, and lifecycle controls

Data Protection: Granular connector action policies and business unit-specific DLP classifications

Observability: Production monitoring through Copilot Studio analytics, Power Platform Admin Center, and Microsoft Purview audit integration

Operational Controls: Human-in-the-loop thresholds, automated evaluation frameworks, and change management processes

Through live demonstrations and reference implementations, the audience will know exactly how to configure these controls in their tenant. The session concludes with a phased rollout framework, CoE organizational patterns, and implementation checklists designed for immediate application