{
  "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-usgao-mon.json",
  "source": "https://aigovernanceengineer.com/obligations/aige-obl-usgao-mon",
  "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-USGAO-MON",
    "url": "https://aigovernanceengineer.com/obligations/aige-obl-usgao-mon",
    "json": "https://aigovernanceengineer.com/api/v1/obligations/aige-obl-usgao-mon.json",
    "framework": "US federal audit and oversight",
    "frameworkId": "us-gao-ai-accountability",
    "clause": "principle 4 (monitoring), practices 4.1 to 4.5",
    "obligation": "GAO AI Accountability Framework principle 4: monitoring",
    "requirement": "Plan continuous or routine monitoring, set the acceptable range of data and model drift, document monitoring results and corrective actions, and reassess the system's utility and the conditions for scaling it",
    "artefact": "Monitoring plan with drift thresholds; monitoring log with corrective actions; periodic review record",
    "layers": [
      4,
      5
    ],
    "dutyHolder": null,
    "scope": "Federal agencies and other entities; auditors and third-party assessors",
    "authority": "U.S. Government Accountability Office; inspectors general",
    "appliesFrom": "2021-06-30",
    "appliesStatus": "voluntary",
    "appliesNote": "Non-binding audit framework; published 2021-06-30",
    "milestones": [],
    "systemClass": [],
    "patterns": [],
    "crosswalkTopics": [
      "logging-traceability",
      "incident-monitoring",
      "deployment-change-decommissioning"
    ],
    "reviewed": "2026-09-27",
    "chapter": "https://aigovernanceengineer.com/bok/regulatory-map#federal-audit-and-oversight"
  }
}