Intelligence requires observability, not just operation. This module shifts from design to operational excellence, focusing on the three essential dashboards every cognition system needs: closure, compliance, and continuity. You'll implement governance patterns that embed policy enforcement directly into runtime flows, moving from checkpoint audits to continuous verification.

Architects will learn to design escalation frameworks that balance automation with human oversight, creating systems that self-correct when possible and escalate when necessary. Through red team exercises and audit simulations, you'll harden your architecture against real-world failure modes while maintaining the agility needed for adaptive intelligence in production.