{
  "id": "workflow:ad-fraud-detection-setup",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-advertising-setup.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Ad Fraud Detection Setup",
    "workflowKind": "security",
    "triggerType": "on-demand",
    "typicalCadence": "per-project",
    "complexity": "cross-team",
    "description": "Establishes ad fraud prevention and invalid traffic detection\ncapabilities — evaluating and integrating verification vendors,\nconfiguring bot detection rules, setting up invalid traffic filtering\nat the pre-bid and post-bid stages, establishing anomaly detection\nthresholds for click and impression patterns, and defining escalation\nprocedures for suspected fraud. Produces fraud detection rulebook and\nmonitoring dashboards. Excludes ongoing media optimization.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "role:staff-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "domain:advertising",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "domain:security",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "responsibility:vendor-evaluation",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "org-unit:advertising-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:ad-fraud-detection-setup",
      "to": "org-unit:analytics-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}