{
  "capturedAt": "2026-07-14T17:57:22.063Z",
  "environment": {
    "node": "v22.23.1",
    "platform": "darwin",
    "arch": "arm64"
  },
  "protocol": {
    "name": "agentic-rag-answer-decision-eval",
    "version": "1.0.0",
    "methods": [
      "fixed-one-shot",
      "adaptive-stateful"
    ],
    "budget": {
      "maxRetrievalSteps": 2,
      "maxTransitions": 9,
      "topK": 3
    },
    "supportThreshold": 4,
    "aclRule": "filter by authenticated tenant before scoring; any retrieved unauthorized document is a hard failure",
    "scopeRule": "collect every exact case-insensitive known-tenant mention; stop before retrieval when any mention differs from the authenticated tenant",
    "acceptanceRule": "exact answer/abstain decision and answer facts, no ACL leakage, retrieval steps within budget",
    "latencyWorkUnitModel": {
      "route": 1,
      "retrieveBase": 3,
      "assess": 1,
      "rewrite": 1,
      "decide": 1,
      "scopeGuard": 1
    },
    "costMilliunitModel": {
      "route": 100,
      "retrieveBase": 500,
      "retrieveCandidate": 50,
      "assess": 100,
      "rewrite": 150,
      "decide": 150,
      "scopeGuard": 100
    }
  },
  "dataset": {
    "corpusDocuments": 39,
    "tenants": [
      "atlas",
      "boreal",
      "cinder"
    ],
    "queries": 24,
    "answerableQueries": 18,
    "abstentionQueries": 6
  },
  "methods": {
    "fixedOneShot": {
      "summary": {
        "queries": 24,
        "route": {
          "correct": 22,
          "denominator": 23,
          "accuracy": 0.956522
        },
        "relevantRecall": {
          "recovered": 14,
          "denominator": 19,
          "microRecall": 0.736842,
          "answerableQueriesWithAllRelevant": 13,
          "answerableQueryDenominator": 18,
          "answerableQueryRecall": 0.722222
        },
        "acl": {
          "leakageQueries": 0,
          "denominator": 24,
          "leakageRate": 0,
          "hardFailure": false
        },
        "abstention": {
          "expected": 6,
          "actual": 10,
          "correct": 4,
          "precision": 0.4,
          "recall": 0.666667,
          "accuracy": 0.666667
        },
        "answerDecision": {
          "accepted": 15,
          "denominator": 24,
          "accuracy": 0.625
        },
        "budget": {
          "averageRetrievalSteps": 0.958333,
          "maxRetrievalStepsObserved": 1,
          "retrievalBudgetStops": 0,
          "transitionBudgetStops": 0,
          "loopStops": 0,
          "withinBudget": 24,
          "denominator": 24
        },
        "efficiency": {
          "totalLatencyWorkUnits": 187,
          "averageLatencyWorkUnits": 7.791667,
          "totalCostUnits": 21.05,
          "unitAcceptedCost": 1.403333
        },
        "failures": [
          {
            "queryId": "q01-atlas-supper",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": []
          },
          {
            "queryId": "q04-atlas-pto",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": [
              "atlas-people-leave"
            ]
          },
          {
            "queryId": "q10-atlas-throttle",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": [
              "atlas-reliability-rate-limit"
            ]
          },
          {
            "queryId": "q12-cinder-severity",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": [
              "cinder-reliability-incident"
            ]
          },
          {
            "queryId": "q13-atlas-erasure",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": [
              "atlas-governance-customer-retention"
            ]
          },
          {
            "queryId": "q14-boreal-former-worker",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": []
          },
          {
            "queryId": "q21-atlas-composite",
            "reasons": [
              "answer-content-mismatch"
            ],
            "missedRelevant": [
              "atlas-access-offboarding"
            ]
          },
          {
            "queryId": "q23-cinder-p1-log-gap",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": []
          },
          {
            "queryId": "q24-atlas-residency-gap",
            "reasons": [
              "decision-type-mismatch"
            ],
            "missedRelevant": []
          }
        ],
        "scores": [
          {
            "queryId": "q01-atlas-supper",
            "routeCorrect": true,
            "retrievedIds": [
              "atlas-finance-meal"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "abstain",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q02-boreal-dinner",
            "routeCorrect": true,
            "retrievedIds": [
              "boreal-finance-meal"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q03-cinder-receipt",
            "routeCorrect": true,
            "retrievedIds": [
              "cinder-finance-meal"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q04-atlas-pto",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 1,
            "relevantRecovered": 0,
            "missedRelevant": [
              "atlas-people-leave"
            ],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "abstain",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q05-boreal-vacation",
            "routeCorrect": true,
            "retrievedIds": [
              "boreal-people-leave"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q06-cinder-parental",
            "routeCorrect": true,
            "retrievedIds": [
              "cinder-people-leave",
              "cinder-people-parental"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q07-atlas-mfa",
            "routeCorrect": true,
            "retrievedIds": [
              "atlas-security-mfa"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q08-boreal-totp",
            "routeCorrect": true,
            "retrievedIds": [
              "boreal-security-mfa"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q09-cinder-secret",
            "routeCorrect": true,
            "retrievedIds": [
              "cinder-security-secret"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q10-atlas-throttle",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 1,
            "relevantRecovered": 0,
            "missedRelevant": [
              "atlas-reliability-rate-limit"
            ],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "abstain",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q11-boreal-429",
            "routeCorrect": true,
            "retrievedIds": [
              "boreal-reliability-rate-limit"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q12-cinder-severity",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 1,
            "relevantRecovered": 0,
            "missedRelevant": [
              "cinder-reliability-incident"
            ],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "abstain",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q13-atlas-erasure",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 1,
            "relevantRecovered": 0,
            "missedRelevant": [
              "atlas-governance-customer-retention"
            ],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "abstain",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q14-boreal-former-worker",
            "routeCorrect": true,
            "retrievedIds": [
              "boreal-governance-audit-retention"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "abstain",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q15-cinder-deletion",
            "routeCorrect": true,
            "retrievedIds": [
              "cinder-governance-customer-retention"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q16-atlas-onboarding",
            "routeCorrect": false,
            "retrievedIds": [
              "atlas-access-offboarding",
              "atlas-access-onboarding"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q17-boreal-production",
            "routeCorrect": true,
            "retrievedIds": [
              "boreal-access-production"
            ],
            "relevantExpected": 1,
            "relevantRecovered": 1,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q18-atlas-dental",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 0,
            "relevantRecovered": 0,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "abstain",
            "actualDecision": "abstain",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q19-cross-tenant",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 0,
            "relevantRecovered": 0,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "abstain",
            "actualDecision": "abstain",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q20-cinder-parking",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 0,
            "relevantRecovered": 0,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "abstain",
            "actualDecision": "abstain",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q21-atlas-composite",
            "routeCorrect": true,
            "retrievedIds": [
              "atlas-governance-audit-retention"
            ],
            "relevantExpected": 2,
            "relevantRecovered": 1,
            "missedRelevant": [
              "atlas-access-offboarding"
            ],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "answer",
            "actualDecision": "answer",
            "decisionTypeCorrect": true,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "answer-content-mismatch"
            ]
          },
          {
            "queryId": "q22-boreal-ambiguous",
            "routeCorrect": true,
            "retrievedIds": [],
            "relevantExpected": 0,
            "relevantRecovered": 0,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "abstain",
            "actualDecision": "abstain",
            "decisionTypeCorrect": true,
            "answerCorrect": true,
            "accepted": true,
            "failureReasons": []
          },
          {
            "queryId": "q23-cinder-p1-log-gap",
            "routeCorrect": true,
            "retrievedIds": [
              "cinder-reliability-incident"
            ],
            "relevantExpected": 0,
            "relevantRecovered": 0,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "abstain",
            "actualDecision": "answer",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          },
          {
            "queryId": "q24-atlas-residency-gap",
            "routeCorrect": true,
            "retrievedIds": [
              "atlas-governance-customer-retention"
            ],
            "relevantExpected": 0,
            "relevantRecovered": 0,
            "missedRelevant": [],
            "aclLeakage": {
              "hardFailure": false,
              "leakedIds": []
            },
            "expectedDecision": "abstain",
            "actualDecision": "answer",
            "decisionTypeCorrect": false,
            "answerCorrect": false,
            "accepted": false,
            "failureReasons": [
              "decision-type-mismatch"
            ]
          }
        ]
      },
      "runs": [
        {
          "queryId": "q01-atlas-supper",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "finance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-finance-meal",
              "score": 1
            }
          ],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "What is the client supper ceiling?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "finance",
              "text": "What is the client supper ceiling?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-finance-meal",
                  "score": 1
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q02-boreal-dinner",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": "finance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-finance-meal",
              "score": 11
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-meal-cap-120"
            ],
            "sourceIds": [
              "boreal-finance-meal"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "How much can I expense for a customer dinner?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "finance",
              "text": "How much can I expense for a customer dinner?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-finance-meal",
                  "score": 11
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-meal-cap-120"
                ],
                "sourceIds": [
                  "boreal-finance-meal"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q03-cinder-receipt",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "finance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-finance-meal",
              "score": 18
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-meal-receipt-cap-70"
            ],
            "sourceIds": [
              "cinder-finance-meal"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "Is a receipt required for a client meal?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "finance",
              "text": "Is a receipt required for a client meal?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-finance-meal",
                  "score": 18
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-meal-receipt-cap-70"
                ],
                "sourceIds": [
                  "cinder-finance-meal"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q04-atlas-pto",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "people",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "Can PTO roll into next year?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "Can PTO roll into next year?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q05-boreal-vacation",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": "people",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-people-leave",
              "score": 11
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-leave-carryover-3"
            ],
            "sourceIds": [
              "boreal-people-leave"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "How many vacation days carry over?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "How many vacation days carry over?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-people-leave",
                  "score": 11
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-leave-carryover-3"
                ],
                "sourceIds": [
                  "boreal-people-leave"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q06-cinder-parental",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "people",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-people-parental",
              "score": 20
            },
            {
              "id": "cinder-people-leave",
              "score": 6
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-parental-20w"
            ],
            "sourceIds": [
              "cinder-people-parental"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "What is the paid parental leave duration?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "What is the paid parental leave duration?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-people-parental",
                  "score": 20
                },
                {
                  "id": "cinder-people-leave",
                  "score": 6
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-parental-20w"
                ],
                "sourceIds": [
                  "cinder-people-parental"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q07-atlas-mfa",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "security",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-security-mfa",
              "score": 13
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-mfa-two-support-approvals"
            ],
            "sourceIds": [
              "atlas-security-mfa"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "At Atlas I lost my phone and authenticator. How is MFA recovery approved?",
              "route": "security",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "security",
              "text": "At Atlas I lost my phone and authenticator. How is MFA recovery approved?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-security-mfa",
                  "score": 13
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-mfa-two-support-approvals"
                ],
                "sourceIds": [
                  "atlas-security-mfa"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q08-boreal-totp",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": "security",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-security-mfa",
              "score": 18
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-mfa-code-manager-attestation"
            ],
            "sourceIds": [
              "boreal-security-mfa"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "Can Boreal support disclose the TOTP seed during recovery?",
              "route": "security",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "security",
              "text": "Can Boreal support disclose the TOTP seed during recovery?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-security-mfa",
                  "score": 18
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-mfa-code-manager-attestation"
                ],
                "sourceIds": [
                  "boreal-security-mfa"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q09-cinder-secret",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "security",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-security-secret",
              "score": 21
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-secret-rotation-30d"
            ],
            "sourceIds": [
              "cinder-security-secret"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "What is the cadence for production secret rotation?",
              "route": "security",
              "confidence": 0.666667
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "security",
              "text": "What is the cadence for production secret rotation?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-security-secret",
                  "score": 21
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-secret-rotation-30d"
                ],
                "sourceIds": [
                  "cinder-security-secret"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q10-atlas-throttle",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "reliability",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "What should a client do when the endpoint is throttled?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "What should a client do when the endpoint is throttled?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q11-boreal-429",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": "reliability",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-reliability-rate-limit",
              "score": 12
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-429-retry-after-two"
            ],
            "sourceIds": [
              "boreal-reliability-rate-limit"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "For HTTP 429, how many retries and which header?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "For HTTP 429, how many retries and which header?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-reliability-rate-limit",
                  "score": 12
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-429-retry-after-two"
                ],
                "sourceIds": [
                  "boreal-reliability-rate-limit"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q12-cinder-severity",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "reliability",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "Who is called for a severity-one outage?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "Who is called for a severity-one outage?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q13-atlas-erasure",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "governance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "How long is the erasure window after an agreement ends?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "How long is the erasure window after an agreement ends?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q14-boreal-former-worker",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": "governance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-governance-audit-retention",
              "score": 3
            }
          ],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "How long are former worker audit records kept?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "How long are former worker audit records kept?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-governance-audit-retention",
                  "score": 3
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q15-cinder-deletion",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "governance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-governance-customer-retention",
              "score": 15
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-customer-delete-14d"
            ],
            "sourceIds": [
              "cinder-governance-customer-retention"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "When is customer data deleted after contract termination?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "When is customer data deleted after contract termination?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-governance-customer-retention",
                  "score": 15
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-customer-delete-14d"
                ],
                "sourceIds": [
                  "cinder-governance-customer-retention"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q16-atlas-onboarding",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": null,
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-access-onboarding",
              "score": 17
            },
            {
              "id": "atlas-access-offboarding",
              "score": 5
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-onboarding-idp-ticket-readonly"
            ],
            "sourceIds": [
              "atlas-access-onboarding"
            ]
          },
          "workUnits": 18,
          "costUnits": 1.4,
          "trace": [
            {
              "type": "route",
              "text": "Which access systems does a new hire get on day one?",
              "route": null,
              "confidence": 0
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": null,
              "text": "Which access systems does a new hire get on day one?",
              "candidateCount": 13,
              "ranking": [
                {
                  "id": "atlas-access-onboarding",
                  "score": 17
                },
                {
                  "id": "atlas-access-offboarding",
                  "score": 5
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-onboarding-idp-ticket-readonly"
                ],
                "sourceIds": [
                  "atlas-access-onboarding"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q17-boreal-production",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": "access",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-access-production",
              "score": 16
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-production-write-ticket-owner"
            ],
            "sourceIds": [
              "boreal-access-production"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.9,
          "trace": [
            {
              "type": "route",
              "text": "Can an engineer self-approve a production write?",
              "route": "access",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "access",
              "text": "Can an engineer self-approve a production write?",
              "candidateCount": 3,
              "ranking": [
                {
                  "id": "boreal-access-production",
                  "score": 16
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-production-write-ticket-owner"
                ],
                "sourceIds": [
                  "boreal-access-production"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q18-atlas-dental",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "people",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "Does Atlas cover pet dental insurance?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "Does Atlas cover pet dental insurance?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q19-cross-tenant",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "finance",
          "retrievalSteps": 0,
          "transitionCount": 2,
          "stoppedBy": "scope-violation",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "tenant-scope-mismatch",
            "answerKeys": []
          },
          "workUnits": 3,
          "costUnits": 0.35,
          "trace": [
            {
              "type": "route",
              "text": "What is Boreal's customer dinner allowance?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "scope-guard",
              "mentionedTenants": [
                "boreal"
              ],
              "foreignTenants": [
                "boreal"
              ],
              "authenticatedTenant": "atlas",
              "allowed": false
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "tenant-scope-mismatch",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q20-cinder-parking",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "finance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "What is the office parking stipend?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "finance",
              "text": "What is the office parking stipend?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q21-atlas-composite",
          "tenantId": "atlas",
          "method": "fixed-one-shot",
          "finalRoute": "governance",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-governance-audit-retention",
              "score": 9
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-audit-retention-365d"
            ],
            "sourceIds": [
              "atlas-governance-audit-retention"
            ]
          },
          "workUnits": 7,
          "costUnits": 0.85,
          "trace": [
            {
              "type": "route",
              "text": "After an employee leaves, disable access and retain audit logs how long?",
              "route": "governance",
              "confidence": 0.666667
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "After an employee leaves, disable access and retain audit logs how long?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-governance-audit-retention",
                  "score": 9
                }
              ]
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-audit-retention-365d"
                ],
                "sourceIds": [
                  "atlas-governance-audit-retention"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q22-boreal-ambiguous",
          "tenantId": "boreal",
          "method": "fixed-one-shot",
          "finalRoute": null,
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [],
          "decision": {
            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 18,
          "costUnits": 1.4,
          "trace": [
            {
              "type": "route",
              "text": "What is the limit?",
              "route": null,
              "confidence": 0
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": null,
              "text": "What is the limit?",
              "candidateCount": 13,
              "ranking": []
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q23-cinder-p1-log-gap",
          "tenantId": "cinder",
          "method": "fixed-one-shot",
          "finalRoute": "reliability",
          "retrievalSteps": 1,
          "transitionCount": 2,
          "stoppedBy": "one-shot-complete",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-reliability-incident",
              "score": 6
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          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-p1-commander-immediate"
            ],
            "sourceIds": [
              "cinder-reliability-incident"
            ]
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          "workUnits": 7,
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          "trace": [
            {
              "type": "route",
              "text": "How long do logs persist after a P1?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
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            },
            {
              "type": "decision",
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            }
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        {
          "queryId": "q24-atlas-residency-gap",
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              "id": "atlas-governance-customer-retention",
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            {
              "type": "route",
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            {
              "type": "retrieve",
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            "queryId": "q24-atlas-residency-gap",
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            "queryId": "q13-atlas-erasure",
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          {
            "queryId": "q17-boreal-production",
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            "retrievedIds": [
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            ],
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          {
            "queryId": "q18-atlas-dental",
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          {
            "queryId": "q19-cross-tenant",
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          },
          {
            "queryId": "q20-cinder-parking",
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          {
            "queryId": "q21-atlas-composite",
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          },
          {
            "queryId": "q22-boreal-ambiguous",
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            "queryId": "q23-cinder-p1-log-gap",
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          },
          {
            "queryId": "q24-atlas-residency-gap",
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            ],
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          }
        ]
      },
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        {
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          "stoppedBy": "support-sufficient",
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              "id": "atlas-finance-meal",
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            }
          ],
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          },
          "workUnits": 16,
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          "trace": [
            {
              "type": "route",
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            },
            {
              "type": "retrieve",
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              ]
            },
            {
              "type": "assess",
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            },
            {
              "type": "rewrite",
              "from": "What is the client supper ceiling?",
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              "changed": true
            },
            {
              "type": "route",
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            {
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              ]
            },
            {
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            {
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              }
            }
          ]
        },
        {
          "queryId": "q02-boreal-dinner",
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              "id": "boreal-finance-meal",
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            }
          ],
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          },
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          "trace": [
            {
              "type": "route",
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            },
            {
              "type": "retrieve",
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                  "id": "boreal-finance-meal",
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                }
              ]
            },
            {
              "type": "assess",
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            },
            {
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              }
            }
          ]
        },
        {
          "queryId": "q03-cinder-receipt",
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          ],
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              "type": "route",
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            {
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              ]
            },
            {
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              }
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          ]
        },
        {
          "queryId": "q04-atlas-pto",
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          "transitionCount": 7,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-people-leave",
              "score": 15
            },
            {
              "id": "atlas-people-parental",
              "score": 4
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-leave-carryover-5"
            ],
            "sourceIds": [
              "atlas-people-leave"
            ]
          },
          "workUnits": 16,
          "costUnits": 1.9,
          "trace": [
            {
              "type": "route",
              "text": "Can PTO roll into next year?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "Can PTO roll into next year?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 0,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "Can PTO roll into next year?",
              "to": "Can PTO roll into next year? annual leave carryover carryover",
              "changed": true
            },
            {
              "type": "route",
              "text": "Can PTO roll into next year? annual leave carryover carryover",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 2,
              "route": "people",
              "text": "Can PTO roll into next year? annual leave carryover carryover",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-people-leave",
                  "score": 15
                },
                {
                  "id": "atlas-people-parental",
                  "score": 4
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              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 15,
              "retrievalSteps": 2
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-leave-carryover-5"
                ],
                "sourceIds": [
                  "atlas-people-leave"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q05-boreal-vacation",
          "tenantId": "boreal",
          "method": "adaptive-stateful",
          "finalRoute": "people",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-people-leave",
              "score": 11
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-leave-carryover-3"
            ],
            "sourceIds": [
              "boreal-people-leave"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "How many vacation days carry over?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "How many vacation days carry over?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-people-leave",
                  "score": 11
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 11,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-leave-carryover-3"
                ],
                "sourceIds": [
                  "boreal-people-leave"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q06-cinder-parental",
          "tenantId": "cinder",
          "method": "adaptive-stateful",
          "finalRoute": "people",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-people-parental",
              "score": 20
            },
            {
              "id": "cinder-people-leave",
              "score": 6
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-parental-20w"
            ],
            "sourceIds": [
              "cinder-people-parental"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "What is the paid parental leave duration?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "What is the paid parental leave duration?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-people-parental",
                  "score": 20
                },
                {
                  "id": "cinder-people-leave",
                  "score": 6
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 20,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-parental-20w"
                ],
                "sourceIds": [
                  "cinder-people-parental"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q07-atlas-mfa",
          "tenantId": "atlas",
          "method": "adaptive-stateful",
          "finalRoute": "security",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-security-mfa",
              "score": 13
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-mfa-two-support-approvals"
            ],
            "sourceIds": [
              "atlas-security-mfa"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "At Atlas I lost my phone and authenticator. How is MFA recovery approved?",
              "route": "security",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "security",
              "text": "At Atlas I lost my phone and authenticator. How is MFA recovery approved?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-security-mfa",
                  "score": 13
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 13,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-mfa-two-support-approvals"
                ],
                "sourceIds": [
                  "atlas-security-mfa"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q08-boreal-totp",
          "tenantId": "boreal",
          "method": "adaptive-stateful",
          "finalRoute": "security",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-security-mfa",
              "score": 18
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-mfa-code-manager-attestation"
            ],
            "sourceIds": [
              "boreal-security-mfa"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "Can Boreal support disclose the TOTP seed during recovery?",
              "route": "security",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "security",
              "text": "Can Boreal support disclose the TOTP seed during recovery?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-security-mfa",
                  "score": 18
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 18,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-mfa-code-manager-attestation"
                ],
                "sourceIds": [
                  "boreal-security-mfa"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q09-cinder-secret",
          "tenantId": "cinder",
          "method": "adaptive-stateful",
          "finalRoute": "security",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-security-secret",
              "score": 21
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-secret-rotation-30d"
            ],
            "sourceIds": [
              "cinder-security-secret"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "What is the cadence for production secret rotation?",
              "route": "security",
              "confidence": 0.666667
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "security",
              "text": "What is the cadence for production secret rotation?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-security-secret",
                  "score": 21
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 21,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-secret-rotation-30d"
                ],
                "sourceIds": [
                  "cinder-security-secret"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q10-atlas-throttle",
          "tenantId": "atlas",
          "method": "adaptive-stateful",
          "finalRoute": "reliability",
          "retrievalSteps": 2,
          "transitionCount": 7,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-reliability-rate-limit",
              "score": 16
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-429-jitter-four-attempts"
            ],
            "sourceIds": [
              "atlas-reliability-rate-limit"
            ]
          },
          "workUnits": 16,
          "costUnits": 1.9,
          "trace": [
            {
              "type": "route",
              "text": "What should a client do when the endpoint is throttled?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "What should a client do when the endpoint is throttled?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 0,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "What should a client do when the endpoint is throttled?",
              "to": "What should a client do when the endpoint is throttled? API 429 Retry-After backoff",
              "changed": true
            },
            {
              "type": "route",
              "text": "What should a client do when the endpoint is throttled? API 429 Retry-After backoff",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 2,
              "route": "reliability",
              "text": "What should a client do when the endpoint is throttled? API 429 Retry-After backoff",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-reliability-rate-limit",
                  "score": 16
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 16,
              "retrievalSteps": 2
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-429-jitter-four-attempts"
                ],
                "sourceIds": [
                  "atlas-reliability-rate-limit"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q11-boreal-429",
          "tenantId": "boreal",
          "method": "adaptive-stateful",
          "finalRoute": "reliability",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-reliability-rate-limit",
              "score": 12
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-429-retry-after-two"
            ],
            "sourceIds": [
              "boreal-reliability-rate-limit"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "For HTTP 429, how many retries and which header?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "For HTTP 429, how many retries and which header?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-reliability-rate-limit",
                  "score": 12
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 12,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-429-retry-after-two"
                ],
                "sourceIds": [
                  "boreal-reliability-rate-limit"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q12-cinder-severity",
          "tenantId": "cinder",
          "method": "adaptive-stateful",
          "finalRoute": "reliability",
          "retrievalSteps": 2,
          "transitionCount": 7,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-reliability-incident",
              "score": 12
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-p1-commander-immediate"
            ],
            "sourceIds": [
              "cinder-reliability-incident"
            ]
          },
          "workUnits": 16,
          "costUnits": 1.9,
          "trace": [
            {
              "type": "route",
              "text": "Who is called for a severity-one outage?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "Who is called for a severity-one outage?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 0,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "Who is called for a severity-one outage?",
              "to": "Who is called for a severity-one outage? P1 incident commander",
              "changed": true
            },
            {
              "type": "route",
              "text": "Who is called for a severity-one outage? P1 incident commander",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 2,
              "route": "reliability",
              "text": "Who is called for a severity-one outage? P1 incident commander",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-reliability-incident",
                  "score": 12
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 12,
              "retrievalSteps": 2
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-p1-commander-immediate"
                ],
                "sourceIds": [
                  "cinder-reliability-incident"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q13-atlas-erasure",
          "tenantId": "atlas",
          "method": "adaptive-stateful",
          "finalRoute": "governance",
          "retrievalSteps": 2,
          "transitionCount": 7,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-governance-customer-retention",
              "score": 28
            },
            {
              "id": "atlas-governance-audit-retention",
              "score": 5
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-customer-delete-30d"
            ],
            "sourceIds": [
              "atlas-governance-customer-retention"
            ]
          },
          "workUnits": 16,
          "costUnits": 1.9,
          "trace": [
            {
              "type": "route",
              "text": "How long is the erasure window after an agreement ends?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "How long is the erasure window after an agreement ends?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 0,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "How long is the erasure window after an agreement ends?",
              "to": "How long is the erasure window after an agreement ends? customer data deletion retention contract termination",
              "changed": true
            },
            {
              "type": "route",
              "text": "How long is the erasure window after an agreement ends? customer data deletion retention contract termination",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 2,
              "route": "governance",
              "text": "How long is the erasure window after an agreement ends? customer data deletion retention contract termination",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-governance-customer-retention",
                  "score": 28
                },
                {
                  "id": "atlas-governance-audit-retention",
                  "score": 5
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 28,
              "retrievalSteps": 2
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "atlas-customer-delete-30d"
                ],
                "sourceIds": [
                  "atlas-governance-customer-retention"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q14-boreal-former-worker",
          "tenantId": "boreal",
          "method": "adaptive-stateful",
          "finalRoute": "governance",
          "retrievalSteps": 2,
          "transitionCount": 7,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-governance-audit-retention",
              "score": 15
            },
            {
              "id": "boreal-governance-customer-retention",
              "score": 5
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-audit-retention-7y"
            ],
            "sourceIds": [
              "boreal-governance-audit-retention"
            ]
          },
          "workUnits": 16,
          "costUnits": 1.9,
          "trace": [
            {
              "type": "route",
              "text": "How long are former worker audit records kept?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "How long are former worker audit records kept?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-governance-audit-retention",
                  "score": 3
                }
              ]
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 3,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "How long are former worker audit records kept?",
              "to": "How long are former worker audit records kept? employee offboarding audit log retention",
              "changed": true
            },
            {
              "type": "route",
              "text": "How long are former worker audit records kept? employee offboarding audit log retention",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 2,
              "route": "governance",
              "text": "How long are former worker audit records kept? employee offboarding audit log retention",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "boreal-governance-audit-retention",
                  "score": 15
                },
                {
                  "id": "boreal-governance-customer-retention",
                  "score": 5
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 15,
              "retrievalSteps": 2
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "boreal-audit-retention-7y"
                ],
                "sourceIds": [
                  "boreal-governance-audit-retention"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q15-cinder-deletion",
          "tenantId": "cinder",
          "method": "adaptive-stateful",
          "finalRoute": "governance",
          "retrievalSteps": 1,
          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "cinder-governance-customer-retention",
              "score": 15
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "cinder-customer-delete-14d"
            ],
            "sourceIds": [
              "cinder-governance-customer-retention"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "When is customer data deleted after contract termination?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "When is customer data deleted after contract termination?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-governance-customer-retention",
                  "score": 15
                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 15,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
              "outcome": {
                "type": "answer",
                "reason": "supported",
                "answerKeys": [
                  "cinder-customer-delete-14d"
                ],
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                  "cinder-governance-customer-retention"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q16-atlas-onboarding",
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          "transitionCount": 4,
          "stoppedBy": "no-rewrite",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-access-onboarding",
              "score": 17
            },
            {
              "id": "atlas-access-offboarding",
              "score": 5
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "atlas-onboarding-idp-ticket-readonly"
            ],
            "sourceIds": [
              "atlas-access-onboarding"
            ]
          },
          "workUnits": 20,
          "costUnits": 1.65,
          "trace": [
            {
              "type": "route",
              "text": "Which access systems does a new hire get on day one?",
              "route": null,
              "confidence": 0
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": null,
              "text": "Which access systems does a new hire get on day one?",
              "candidateCount": 13,
              "ranking": [
                {
                  "id": "atlas-access-onboarding",
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                },
                {
                  "id": "atlas-access-offboarding",
                  "score": 5
                }
              ]
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 17,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "Which access systems does a new hire get on day one?",
              "to": "Which access systems does a new hire get on day one?",
              "changed": false
            },
            {
              "type": "decision",
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                "answerKeys": [
                  "atlas-onboarding-idp-ticket-readonly"
                ],
                "sourceIds": [
                  "atlas-access-onboarding"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q17-boreal-production",
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          "finalRoute": "access",
          "retrievalSteps": 1,
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          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "boreal-access-production",
              "score": 16
            }
          ],
          "decision": {
            "type": "answer",
            "reason": "supported",
            "answerKeys": [
              "boreal-production-write-ticket-owner"
            ],
            "sourceIds": [
              "boreal-access-production"
            ]
          },
          "workUnits": 9,
          "costUnits": 1,
          "trace": [
            {
              "type": "route",
              "text": "Can an engineer self-approve a production write?",
              "route": "access",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "access",
              "text": "Can an engineer self-approve a production write?",
              "candidateCount": 3,
              "ranking": [
                {
                  "id": "boreal-access-production",
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                }
              ]
            },
            {
              "type": "assess",
              "supported": true,
              "topScore": 16,
              "retrievalSteps": 1
            },
            {
              "type": "decision",
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                "answerKeys": [
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                ],
                "sourceIds": [
                  "boreal-access-production"
                ]
              }
            }
          ]
        },
        {
          "queryId": "q18-atlas-dental",
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            "type": "abstain",
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            "answerKeys": []
          },
          "workUnits": 9,
          "costUnits": 1.1,
          "trace": [
            {
              "type": "route",
              "text": "Does Atlas cover pet dental insurance?",
              "route": "people",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "people",
              "text": "Does Atlas cover pet dental insurance?",
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              "ranking": []
            },
            {
              "type": "assess",
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              "topScore": 0,
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            },
            {
              "type": "rewrite",
              "from": "Does Atlas cover pet dental insurance?",
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              "changed": false
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q19-cross-tenant",
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          "retrieved": [],
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            "type": "abstain",
            "reason": "tenant-scope-mismatch",
            "answerKeys": []
          },
          "workUnits": 3,
          "costUnits": 0.35,
          "trace": [
            {
              "type": "route",
              "text": "What is Boreal's customer dinner allowance?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "scope-guard",
              "mentionedTenants": [
                "boreal"
              ],
              "foreignTenants": [
                "boreal"
              ],
              "authenticatedTenant": "atlas",
              "allowed": false
            },
            {
              "type": "decision",
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                "type": "abstain",
                "reason": "tenant-scope-mismatch",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q20-cinder-parking",
          "tenantId": "cinder",
          "method": "adaptive-stateful",
          "finalRoute": "finance",
          "retrievalSteps": 1,
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          "stoppedBy": "no-rewrite",
          "withinBudget": true,
          "retrieved": [],
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            "type": "abstain",
            "reason": "insufficient-support",
            "answerKeys": []
          },
          "workUnits": 9,
          "costUnits": 1.1,
          "trace": [
            {
              "type": "route",
              "text": "What is the office parking stipend?",
              "route": "finance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "finance",
              "text": "What is the office parking stipend?",
              "candidateCount": 2,
              "ranking": []
            },
            {
              "type": "assess",
              "supported": false,
              "topScore": 0,
              "retrievalSteps": 1
            },
            {
              "type": "rewrite",
              "from": "What is the office parking stipend?",
              "to": "What is the office parking stipend?",
              "changed": false
            },
            {
              "type": "decision",
              "outcome": {
                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q21-atlas-composite",
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          "finalRoute": "governance",
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          "transitionCount": 3,
          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-governance-audit-retention",
              "score": 9
            }
          ],
          "decision": {
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            "reason": "supported",
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              "atlas-audit-retention-365d"
            ],
            "sourceIds": [
              "atlas-governance-audit-retention"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "After an employee leaves, disable access and retain audit logs how long?",
              "route": "governance",
              "confidence": 0.666667
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "After an employee leaves, disable access and retain audit logs how long?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-governance-audit-retention",
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                }
              ]
            },
            {
              "type": "assess",
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            },
            {
              "type": "decision",
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                ]
              }
            }
          ]
        },
        {
          "queryId": "q22-boreal-ambiguous",
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          },
          "workUnits": 20,
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          "trace": [
            {
              "type": "route",
              "text": "What is the limit?",
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              "confidence": 0
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": null,
              "text": "What is the limit?",
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              "ranking": []
            },
            {
              "type": "assess",
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            },
            {
              "type": "rewrite",
              "from": "What is the limit?",
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            },
            {
              "type": "decision",
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                "type": "abstain",
                "reason": "insufficient-support",
                "answerKeys": []
              }
            }
          ]
        },
        {
          "queryId": "q23-cinder-p1-log-gap",
          "tenantId": "cinder",
          "method": "adaptive-stateful",
          "finalRoute": "reliability",
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          "stoppedBy": "support-sufficient",
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          "retrieved": [
            {
              "id": "cinder-reliability-incident",
              "score": 6
            }
          ],
          "decision": {
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              "cinder-p1-commander-immediate"
            ],
            "sourceIds": [
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            ]
          },
          "workUnits": 8,
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          "trace": [
            {
              "type": "route",
              "text": "How long do logs persist after a P1?",
              "route": "reliability",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "reliability",
              "text": "How long do logs persist after a P1?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "cinder-reliability-incident",
                  "score": 6
                }
              ]
            },
            {
              "type": "assess",
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            },
            {
              "type": "decision",
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                "sourceIds": [
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              }
            }
          ]
        },
        {
          "queryId": "q24-atlas-residency-gap",
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          "method": "adaptive-stateful",
          "finalRoute": "governance",
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          "stoppedBy": "support-sufficient",
          "withinBudget": true,
          "retrieved": [
            {
              "id": "atlas-governance-customer-retention",
              "score": 6
            }
          ],
          "decision": {
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            "reason": "supported",
            "answerKeys": [
              "atlas-customer-delete-30d"
            ],
            "sourceIds": [
              "atlas-governance-customer-retention"
            ]
          },
          "workUnits": 8,
          "costUnits": 0.95,
          "trace": [
            {
              "type": "route",
              "text": "Where is EU payroll data residency?",
              "route": "governance",
              "confidence": 1
            },
            {
              "type": "retrieve",
              "step": 1,
              "route": "governance",
              "text": "Where is EU payroll data residency?",
              "candidateCount": 2,
              "ranking": [
                {
                  "id": "atlas-governance-customer-retention",
                  "score": 6
                }
              ]
            },
            {
              "type": "assess",
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            },
            {
              "type": "decision",
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                ],
                "sourceIds": [
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                ]
              }
            }
          ]
        }
      ]
    }
  },
  "comparison": {
    "answerDecisionAccuracyDelta": 0.25,
    "relevantMicroRecallDelta": 0.210526,
    "averageRetrievalStepsDelta": 0.25,
    "averageLatencyWorkUnitsDelta": 3.125,
    "unitAcceptedCostDelta": 0.008572
  },
  "failureSamples": {
    "fixedOneShot": [
      {
        "queryId": "q01-atlas-supper",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": []
      },
      {
        "queryId": "q04-atlas-pto",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": [
          "atlas-people-leave"
        ]
      },
      {
        "queryId": "q10-atlas-throttle",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": [
          "atlas-reliability-rate-limit"
        ]
      },
      {
        "queryId": "q12-cinder-severity",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": [
          "cinder-reliability-incident"
        ]
      },
      {
        "queryId": "q13-atlas-erasure",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": [
          "atlas-governance-customer-retention"
        ]
      },
      {
        "queryId": "q14-boreal-former-worker",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": []
      },
      {
        "queryId": "q21-atlas-composite",
        "reasons": [
          "answer-content-mismatch"
        ],
        "missedRelevant": [
          "atlas-access-offboarding"
        ]
      },
      {
        "queryId": "q23-cinder-p1-log-gap",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": []
      },
      {
        "queryId": "q24-atlas-residency-gap",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": []
      }
    ],
    "adaptiveStateful": [
      {
        "queryId": "q21-atlas-composite",
        "reasons": [
          "answer-content-mismatch"
        ],
        "missedRelevant": [
          "atlas-access-offboarding"
        ]
      },
      {
        "queryId": "q23-cinder-p1-log-gap",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": []
      },
      {
        "queryId": "q24-atlas-residency-gap",
        "reasons": [
          "decision-type-mismatch"
        ],
        "missedRelevant": []
      }
    ]
  }
}
