The architecture integrates industry standards, combining 3GPP NWDAF analytics, ETSI ZSM/ENI closed-loop patterns, and O-RAN RIC control. Governance and safety are first-class, including risk tiers, guardrails, staged approvals, auto-revert on SLO regression, and continuous observability via AgentOps. A 0–360-day adoption roadmap begins in read-only “shadow mode,” progresses through proposal and approval stages, and culminates in low-risk autonomy. Key metrics include MTTR, alert-to-ticket conversion, error budget burn, energy efficiency, and compliance.