| triage-agent | incident-triage | Ticket and incident prioritization |
| runbook-agent | service-restoration-plan | Recovery planning for degraded services |
| asset-drift-agent | heartbeat-drift-check | Asset state drift detection |
| patch-agent | patch-compliance-plan | Patch recommendation and execution planning |
| backup-assurance-agent | backup-failure-triage | Backup failure diagnosis and escalation |
| vuln-priority-agent | vulnerability-priority-model | CVE risk ranking by business impact |
| doc-maintainer-agent | documentation-refresh-plan | Auto-documentation and stale KB detection |
| renewal-agent | renewal-risk-analysis | Domain/SSL/contract renewal risk control |
| quote-assistant-agent | quote-composition | Quote drafting and approval-ready outputs |
| invoice-audit-agent | aging-risk-detection | Invoice aging and collections risk analytics |
| pipeline-observer-agent | pipeline-failure-analysis | CI/CD failure triage and remediation suggestions |
| change-risk-agent | change-risk-score | Change execution risk scoring |