{
  "resource": "AI operating cadence pack",
  "thresholds": [
    {
      "signal": "critical_quality_regression",
      "trigger": "critical evaluation below release baseline or customer-visible unsafe output",
      "owner": "evaluation_owner",
      "responseWindowHours": 4,
      "decision": "rollback_or_hold_release"
    },
    {
      "signal": "cost_runaway",
      "trigger": "cost per completed outcome exceeds forecast by 25 percent for two review windows",
      "owner": "finance_partner",
      "responseWindowHours": 24,
      "decision": "tune_routing_or_pause_scale"
    },
    {
      "signal": "adoption_stall",
      "trigger": "eligible users stop growing or abandonment rises above target",
      "owner": "workflow_owner",
      "responseWindowHours": 72,
      "decision": "enablement_or_scope_change"
    }
  ]
}