{
  "id": "workflow:actuarial-model-validation",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-thin-domains-fill.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Actuarial Model Validation",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "semi-annually",
    "complexity": "cross-team",
    "description": "Validates actuarial models used for reserving, pricing, and capital\nadequacy -- reviewing loss development triangle selections and trend\nassumptions, testing Generalized Linear Model and gradient-boosted\nmodel implementations against independent replications, evaluating\nmodel discrimination and calibration metrics on holdout datasets,\nassessing parameter stability across re-estimation windows, auditing\nexposure base accuracy and premium-to-loss linkage, stress-testing\nreserve adequacy under adverse scenario assumptions, reviewing ASOP\n(Actuarial Standard of Practice) compliance in documentation, and\nbenchmarking model outputs against industry loss benchmarks. Produces\nmodel validation report, backtesting results, and remediation\nrecommendations. Excludes model development and rate filing.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:actuarial-model-validation",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "role:ml-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "skill-area:ml-fine-tuning",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "domain:insurance",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "domain:finance",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "domain:data-science",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "responsibility:review-architecture-changes",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "org-unit:risk-management-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:actuarial-model-validation",
      "to": "org-unit:analytics-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}