Control requires engineered systems, not manual reviews. This module delivers the technical blueprints for implementing the core maturity dimensions. You will learn to deploy a governed Agent Runtime Environment (ARE), embed policy-as-code into your trust fabric, and build self-correcting cognition loops with measurable feedback utilization.

We move from theory to implementation with specific code patterns, architecture diagrams, and integration checklists. You'll configure the key metrics for containment, audit pass rates, and reasoning coherence. The lesson culminates in a unified dashboard design that ties operational stability to governance proof, ensuring every agent's action is traceable, enforceable, and economically justifiable from day one.