{
  "notice": "Illustrative mapping from the AI Governance Engineer Body of Knowledge v0.5.0 (not a claim of conformity)",
  "version": "0.5.0",
  "license": "CC BY 4.0",
  "licenseUrl": "https://creativecommons.org/licenses/by/4.0/",
  "schemaVersion": 2,
  "schema": "https://aigovernanceengineer.com/api/v1/schemas/obligation.json",
  "self": "https://aigovernanceengineer.com/api/v1/obligations/aige-obl-nistrmf-manage.json",
  "source": "https://aigovernanceengineer.com/obligations/aige-obl-nistrmf-manage",
  "citation": {
    "title": "AI Governance Engineering: The Thesis & Body of Knowledge",
    "authors": [
      "Jorge García Aibar"
    ],
    "parentDoi": "https://doi.org/10.5281/zenodo.22956197",
    "conceptDoi": "https://doi.org/10.5281/zenodo.22857084"
  },
  "obligation": {
    "id": "AIGE-OBL-NISTRMF-MANAGE",
    "url": "https://aigovernanceengineer.com/obligations/aige-obl-nistrmf-manage",
    "json": "https://aigovernanceengineer.com/api/v1/obligations/aige-obl-nistrmf-manage.json",
    "framework": "NIST AI RMF",
    "frameworkId": "nist-ai-rmf",
    "clause": "MANAGE",
    "obligation": "MANAGE",
    "requirement": "Prioritise, respond and recover",
    "artefact": "Runtime guardrails; incident pipeline; continuous assurance",
    "layers": [
      4,
      5
    ],
    "dutyHolder": null,
    "scope": null,
    "authority": null,
    "appliesFrom": null,
    "appliesStatus": "voluntary",
    "appliesNote": "Voluntary (AI RMF 1.0, January 2023)",
    "milestones": [],
    "systemClass": [],
    "patterns": [
      {
        "id": "pattern-continuous-assurance-telemetry",
        "title": "Continuous Assurance Telemetry",
        "url": "https://aigovernanceengineer.com/patterns/continuous-assurance-telemetry"
      },
      {
        "id": "pattern-runtime-guardrail",
        "title": "Runtime Guardrail",
        "url": "https://aigovernanceengineer.com/patterns/runtime-guardrail"
      },
      {
        "id": "pattern-kill-switch--circuit-breaker",
        "title": "Kill Switch / Circuit Breaker",
        "url": "https://aigovernanceengineer.com/patterns/kill-switch-circuit-breaker"
      },
      {
        "id": "pattern-incident-pipeline",
        "title": "Incident Pipeline",
        "url": "https://aigovernanceengineer.com/patterns/incident-pipeline"
      },
      {
        "id": "pattern-machine-readable-evidence-oscal",
        "title": "Machine-Readable Evidence (OSCAL)",
        "url": "https://aigovernanceengineer.com/patterns/machine-readable-evidence-oscal"
      },
      {
        "id": "pattern-agent-identity--scoped-credentials",
        "title": "Agent Identity & Scoped Credentials",
        "url": "https://aigovernanceengineer.com/patterns/agent-identity-scoped-credentials"
      },
      {
        "id": "pattern-human-in-the-loop-gate",
        "title": "Human-in-the-loop Gate",
        "url": "https://aigovernanceengineer.com/patterns/human-in-the-loop-gate"
      },
      {
        "id": "pattern-model-artefact-integrity",
        "title": "Model Artefact Integrity",
        "url": "https://aigovernanceengineer.com/patterns/model-artefact-integrity"
      },
      {
        "id": "pattern-decision-notice--contest-path",
        "title": "Decision Notice & Contest Path",
        "url": "https://aigovernanceengineer.com/patterns/decision-notice-contest-path"
      },
      {
        "id": "pattern-sanctioned-ai-gateway",
        "title": "Sanctioned AI Gateway",
        "url": "https://aigovernanceengineer.com/patterns/sanctioned-ai-gateway"
      },
      {
        "id": "pattern-staged-rollout-with-rollback-criteria",
        "title": "Staged Rollout with Rollback Criteria",
        "url": "https://aigovernanceengineer.com/patterns/staged-rollout-rollback-criteria"
      },
      {
        "id": "pattern-drift--fairness-monitor",
        "title": "Drift & Fairness Monitor",
        "url": "https://aigovernanceengineer.com/patterns/drift-fairness-monitor"
      },
      {
        "id": "pattern-downstream-use-register",
        "title": "Downstream Use Register",
        "url": "https://aigovernanceengineer.com/patterns/downstream-use-register"
      },
      {
        "id": "pattern-disclosure--notification-pipeline",
        "title": "Disclosure & Notification Pipeline",
        "url": "https://aigovernanceengineer.com/patterns/disclosure-notification-pipeline"
      },
      {
        "id": "pattern-deactivation-localisation--retirement-runbook",
        "title": "Deactivation, Localisation & Retirement Runbook",
        "url": "https://aigovernanceengineer.com/patterns/deactivation-localisation-retirement-runbook"
      }
    ],
    "crosswalkTopics": [
      "risk-management",
      "logging-traceability",
      "human-oversight",
      "runtime-guardrails",
      "incident-monitoring",
      "supply-chain",
      "deployment-change-decommissioning"
    ],
    "reviewed": "2026-09-19",
    "chapter": "https://aigovernanceengineer.com/bok/regulatory-map#nist-ai-rmf"
  }
}