{
  "note": "Deterministic aggregate over the demo queue (no API key needed; the live Qwen path follows the same guardrail). Shows how much routine work is safely auto-resolved and how often the restraint guardrail fires.",
  "thresholds": {
    "highValueAmount": 500,
    "minConfidence": 0.78,
    "blockingFlags": [
      "serial-refunder",
      "suspected-fraud",
      "policy-ambiguous",
      "conflicting-evidence",
      "chargeback-risk"
    ]
  },
  "cases": 8,
  "auto_approved": 3,
  "auto_denied": 2,
  "escalated": 3,
  "held_back_by_guardrail": 3,
  "rows": [
    {
      "id": "RF-1001",
      "rawAction": "approve",
      "finalAction": "approve",
      "heldBack": false,
      "confidence": 0.9,
      "riskFlags": []
    },
    {
      "id": "RF-1002",
      "rawAction": "deny",
      "finalAction": "deny",
      "heldBack": false,
      "confidence": 0.85,
      "riskFlags": [
        "out-of-window"
      ]
    },
    {
      "id": "RF-1003",
      "rawAction": "approve",
      "finalAction": "escalate",
      "heldBack": true,
      "confidence": 0.9,
      "riskFlags": [
        "high-value"
      ]
    },
    {
      "id": "RF-1004",
      "rawAction": "deny",
      "finalAction": "escalate",
      "heldBack": true,
      "confidence": 0.7,
      "riskFlags": [
        "serial-refunder",
        "conflicting-evidence"
      ]
    },
    {
      "id": "RF-1005",
      "rawAction": "approve",
      "finalAction": "approve",
      "heldBack": false,
      "confidence": 0.9,
      "riskFlags": []
    },
    {
      "id": "RF-1006",
      "rawAction": "deny",
      "finalAction": "deny",
      "heldBack": false,
      "confidence": 0.85,
      "riskFlags": []
    },
    {
      "id": "RF-1007",
      "rawAction": "approve",
      "finalAction": "escalate",
      "heldBack": true,
      "confidence": 0.9,
      "riskFlags": [
        "high-value"
      ]
    },
    {
      "id": "RF-1008",
      "rawAction": "approve",
      "finalAction": "approve",
      "heldBack": false,
      "confidence": 0.88,
      "riskFlags": []
    }
  ]
}