This module teaches you to design and implement FinOps governance frameworks that provide cost visibility, enforce budgets, and enable chargeback across enterprise GenAI platforms.

This section teaches you to design governance frameworks that provide centralized control over AI model access while enabling appropriate use across the enterprise.

This section teaches you to design audit logging and traceability controls that meet compliance requirements and enable effective incident investigation.

This module teaches you to configure comprehensive content safety controls that protect users and organizations from harmful AI outputs and malicious inputs.

This module teaches you to design incident-response processes that detect, classify, and respond to content-safety violations effectively.

This section teaches you to design comprehensive feedback collection systems that capture user signals, corrections, and expert annotations for AI improvement.

This module teaches you to design closed-loop processes that systematically convert feedback into improvements across prompts, data, and models.

This module teaches you to design observability and version management frameworks for multi-agent systems that provide visibility into autonomous agent behavior.

This module teaches you to analyze common agent failure modes and design detection and mitigation strategies that prevent or contain failures.

This module teaches you to design decision attribution frameworks that enable tracing agent decisions to their inputs and establishing human accountability for high-impact agent actions.

This section teaches you to identify all components of a complete GenAIOps operating model and understand how they integrate into a coherent system.

This section teaches you to produce comprehensive operating model documentation that serves as the operational foundation for enterprise AI platforms.

This section teaches you to apply the Microsoft GenAIOps Maturity Model to assess organizational capabilities and identify specific gaps preventing advancement to higher maturity levels.

This module teaches you to translate maturity assessments into actionable improvement plans with prioritized initiatives and realistic timelines.

In this capstone project, learners design a complete GenAIOps operating model for a complex enterprise scenario. They'll integrate all governance, cost management, safety, and operational excellence practices into a comprehensive operating model document, conduct a maturity assessment, and create a prioritized improvement plan, demonstrating mastery of enterprise GenAIOps.