{
  "id": "workflow:forecasting-model-calibration",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-decision-intelligence.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Forecasting Model Calibration",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "quarterly",
    "complexity": "cross-team",
    "description": "Calibrates organizational forecasting models against realized\noutcomes -- comparing prior predictions to actuals across revenue,\nheadcount, infrastructure spend, and capacity projections, computing\nBrier scores and calibration curves for probability estimates,\nidentifying systematic over- or under-confidence bands, adjusting\nmodel parameters and ensemble weights, and documenting calibration\nmethodology changes. Produces model accuracy report and updated\ncalibration parameters. Excludes model architecture redesign.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "role:staff-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "skill-area:data-quality",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "domain:decision-intelligence",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "domain:business-intelligence",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "responsibility:review-architecture-changes",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "org-unit:analytics-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:forecasting-model-calibration",
      "to": "org-unit:business-intelligence-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}