{
  "id": "workflow:quant-model-peer-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-quant-research.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Quant Model Peer Review",
    "workflowKind": "governance",
    "triggerType": "event-driven",
    "typicalCadence": "per-model-submission",
    "complexity": "cross-team",
    "description": "Conducts rigorous peer review of quantitative models before production\ndeployment — performing code review for implementation correctness and\ncomputational efficiency, verifying mathematical derivations and\nstatistical methodology (hypothesis testing, multiple comparison\ncorrections), auditing data pipeline integrity and point-in-time\ncorrectness, reviewing parameter sensitivity analysis and stress test\nresults, and assessing model risk including regime-dependence and tail\nbehaviour. Produces review verdicts with required changes, conditional\napprovals, or rejection rationale. Excludes model ideation and\nresearch direction setting.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:quant-model-peer-review",
      "to": "role:quantitative-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "role:research-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "role:risk-analyst",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "skill-area:eval-driven-development",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "domain:quantitative-finance",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "domain:financial-risk-management",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "responsibility:model-validation",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "responsibility:code-review-coverage",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "org-unit:quant-research",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:quant-model-peer-review",
      "to": "org-unit:market-risk-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}