{
  "artifact": "AI economics value review",
  "cadence": "monthly",
  "requiredFields": [
    "workflow",
    "baselinePeriod",
    "currentPeriod",
    "unitCost",
    "cycleTime",
    "reviewerLoad",
    "qualityDelta",
    "adoptionCurve",
    "riskEvents",
    "decision"
  ],
  "decisions": ["expand", "tune", "hold", "retire"],
  "evidence": {
    "finance": ["costPerResolvedCase", "loadedLaborCost", "platformCost", "modelCost"],
    "operations": ["volume", "cycleTime", "queueDelay", "reopenRate", "escalationShare"],
    "quality": ["reviewerAcceptance", "overrideReason", "defectRate", "policyException"],
    "adoption": ["activeUsers", "assistedTasks", "abandonedTasks", "trainingRequests"]
  },
  "decisionRules": {
    "expand": "Quality is stable, adoption is growing, unit cost is below baseline, and risk events are controlled.",
    "tune": "Value exists but cost, adoption, review load, latency, or quality needs remediation.",
    "hold": "Evidence is inconclusive or operational risk is above the accepted threshold.",
    "retire": "Measured value does not justify ongoing platform, review, and operating cost."
  }
}