{
  "articleSlug": "geo-handbook-14-geo-betriebsmodell-tools",
  "checked": "2026-10-25",
  "sources": [
    {
      "publisher": "NIST AIRC",
      "title": "AI RMF Core — Framework 1.0 (2023)",
      "url": "https://airc.nist.gov/airmf-resources/airmf/5-sec-core/",
      "scope": "Voluntary framework; four non-linear functions; page notes a revision in progress.",
      "sourceDate": null,
      "dateType": "not_stated",
      "checked": "2026-10-25",
      "id": 1
    },
    {
      "publisher": "Google Search Central",
      "title": "Creating helpful, reliable, people-first content",
      "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
      "scope": "Creator transparency and experience.",
      "sourceDate": null,
      "dateType": "not_stated",
      "checked": "2026-10-25",
      "id": 2
    }
  ],
  "method": {
    "type": "original_editorial_framework",
    "description": {
      "de": "Rollen, Ticket und Routine sind eigene Vorschläge für kleine Teams. Das Ticket ist fiktiv. Kein Tool wurde hier zertifiziert oder als universeller Sieger bewertet.",
      "en": "Roles, task template and routine are original suggestions for small teams. The task example is fictional. No tool is certified or ranked as a universal winner."
    },
    "limitations": [
      "No measured client outcomes or causal AI-ranking claims.",
      "Numeric examples, where present, are explicitly fictional or planning assumptions."
    ]
  },
  "graphics": [
    {
      "name": "hero",
      "titles": [
        "Team, Tools und klare Verantwortung",
        "Team, tools and clear ownership"
      ],
      "subtitles": [
        "Aus Einzelmassnahmen wird verlässliche Zusammenarbeit.",
        "Turn individual tasks into dependable collaboration."
      ],
      "items": [
        {
          "de": [
            "FACHLICH",
            "Wer bestätigt die Aussage?"
          ],
          "en": [
            "EXPERTISE",
            "Who verifies the claim?"
          ]
        },
        {
          "de": [
            "OPERATIV",
            "Wer setzt die Aufgabe um?"
          ],
          "en": [
            "DELIVERY",
            "Who implements the task?"
          ]
        },
        {
          "de": [
            "ABNAHME",
            "Wer prüft das Ergebnis?"
          ],
          "en": [
            "ACCEPTANCE",
            "Who checks the result?"
          ]
        }
      ],
      "kind": "hero",
      "unit": null
    },
    {
      "name": "workflow",
      "titles": [
        "Ein klarer Weg durch die Aufgabe",
        "A clear path through the task"
      ],
      "subtitles": [
        "Eigener Arbeitsprozess für ein kleines Team",
        "Original workflow for a small team"
      ],
      "items": [
        {
          "de": [
            "Klärung",
            "Befund und Beleg",
            "Fachliche Entscheidung"
          ],
          "en": [
            "Clarify",
            "Finding and evidence",
            "Subject-matter decision"
          ]
        },
        {
          "de": [
            "Freigabe",
            "Umfang und Priorität",
            "Verantwortung und Abnahme"
          ],
          "en": [
            "Approve",
            "Scope and priority",
            "Owner and acceptance"
          ]
        },
        {
          "de": [
            "Umsetzung",
            "Version und Backup",
            "Gezielte Änderung"
          ],
          "en": [
            "Implement",
            "Version and backup",
            "Targeted change"
          ]
        },
        {
          "de": [
            "Prüfung",
            "Ergebnis kontrollieren",
            "Beobachtung weiterführen"
          ],
          "en": [
            "Verify",
            "Inspect the result",
            "Continue observation"
          ]
        }
      ],
      "kind": "flow",
      "unit": null
    },
    {
      "name": "cadence",
      "titles": [
        "Drei Anlässe für die Qualitätsprüfung",
        "Three triggers for quality review"
      ],
      "subtitles": [
        "Empfohlene Arbeitsroutine · keine Pflichtfrequenz",
        "Suggested routine · not a mandatory frequency"
      ],
      "items": [
        {
          "de": [
            "Vor Veröffentlichung",
            "Fakten, Funktion und Freigabe prüfen."
          ],
          "en": [
            "Before release",
            "Check facts, functionality and approval."
          ]
        },
        {
          "de": [
            "Bei relevanter Änderung",
            "Quelle, Leistung oder Produktverhalten neu prüfen."
          ],
          "en": [
            "After relevant change",
            "Review changed source, service or product behaviour."
          ]
        },
        {
          "de": [
            "Zum vereinbarten Review",
            "Ergebnisse und nächste Priorität entscheiden."
          ],
          "en": [
            "At the agreed review",
            "Assess results and decide the next priority."
          ]
        }
      ],
      "kind": "stack",
      "unit": null
    }
  ]
}