{ "id": "support_triage", "title": "Enterprise Incident Triage & Routing (28 Fields)", "description": "End-to-end multi-dimensional semantic analysis of a critical enterprise production outage ticket.", "context": "SUPPORT TICKET #INC-44019\nFrom: Marcus Vance, CTO @ Omnicorp Global (Tier 1 Strategic Enterprise, k ARR)\nSubject: CRITICAL P0: Production US-East API 502 Gateway Outage - Checkout Down\n\nBody: Our primary checkout service has been failing completely for the last 48 minutes because your US-East API endpoint is throwing 502 Bad Gateway errors on every POST /v2/charges call. We are losing approximately ,000 in transaction revenue every ten minutes!\n\nFurthermore, our billing audit discovered this morning that your platform double-billed our corporate account for data overages (,800 improper charge on Invoice #INV-8812).\n\nIf this API outage is not resolved within 30 minutes, our legal counsel will formally issue notice of material breach of our 99.99% availability SLA and initiate contract termination with full damages. We demand an immediate phone bridge with your VP of Engineering and a full refund of the bogus invoice.\n\nEnvironment: PRODUCTION\nAffected Cluster: us-east-1a\nAccount Priority: STRATEGIC_TIER_1", "schema": { "sentiment": { "type": "enum", "description": "Customer emotional state", "choices": [ "VERY_NEGATIVE", "NEGATIVE", "NEUTRAL", "POSITIVE" ] }, "severity_tier": { "type": "enum", "description": "Contractual incident severity tier", "choices": [ "SEV_0_CRITICAL", "SEV_1_MAJOR", "SEV_2_MODERATE", "SEV_3_MINOR" ] }, "primary_department": { "type": "enum", "description": "Primary internal department to resolve", "choices": [ "INFRASTRUCTURE_SRE", "BILLING_FINANCE", "SECURITY_OPS", "LEGAL_COMPLIANCE", "ENTERPRISE_SUCCESS" ] }, "secondary_department": { "type": "enum", "description": "Secondary coordinating department", "choices": [ "DATABASE_TEAM", "NETWORK_OPS", "CORE_API", "IDENTITY_AUTH", "NONE" ] }, "sla_breach_risk": { "type": "boolean", "description": "Whether contractual uptime SLA is at immediate risk" }, "requires_executive_escalation": { "type": "boolean", "description": "Whether VP/Exec team must be alerted immediately" }, "can_resolve_autonomously": { "type": "boolean", "description": "Whether automated runbook can resolve without human intervention" }, "confidence_above_auto_threshold": { "type": "boolean", "description": "Whether system decision confidence exceeds 95% threshold" }, "churn_risk_level": { "type": "enum", "description": "Probability customer cancels contract", "choices": [ "LOW", "MEDIUM", "HIGH", "CRITICAL_IMMINENT" ] }, "refund_recommended": { "type": "boolean", "description": "Whether a billing refund/credit should be issued" }, "refund_tier": { "type": "enum", "description": "Scale of recommended financial refund", "choices": [ "NONE", "PARTIAL_CREDIT", "FULL_MONTH_CREDIT", "CUSTOM_COMPENSATION" ] }, "requires_legal_review": { "type": "boolean", "description": "Whether legal counsel must review breach claims" }, "security_incident": { "type": "boolean", "description": "Whether ticket indicates unauthorized security breach" }, "compliance_breach": { "type": "boolean", "description": "Whether regulatory compliance standard was violated" }, "customer_tenure_tier": { "type": "enum", "description": "Customer contract classification", "choices": [ "ENTERPRISE_STRATEGIC", "MID_MARKET", "GROWTH", "EARLY_STAGE" ] }, "root_cause_domain": { "type": "enum", "description": "Probable technical system domain of failure", "choices": [ "DNS_ROUTING", "DB_LOCKING", "API_GATEWAY", "BILLING_SYNC", "AUTH_TOKEN_EXPIRY" ] }, "target_resolution_hours": { "type": "enum", "description": "Target turnaround SLA window", "choices": [ "1_HOUR", "4_HOURS", "12_HOURS", "24_HOURS" ] }, "requires_phone_call": { "type": "boolean", "description": "Whether emergency live bridge call is required" }, "notify_account_executive": { "type": "boolean", "description": "Whether dedicated enterprise AE should be paged" }, "public_status_page_incident": { "type": "boolean", "description": "Whether incident should be posted to public status page" }, "postmortem_required": { "type": "boolean", "description": "Whether formal RCA postmortem document must be authored" }, "vendor_fault": { "type": "boolean", "description": "Whether outage is confirmed due to our platform" }, "contract_penalty_applicable": { "type": "boolean", "description": "Whether customer has right to claim SLA penalty credits" }, "escalate_to_vp": { "type": "boolean", "description": "Whether VP of Engineering page is warranted" }, "customer_sentiment_trend": { "type": "enum", "description": "Direction of customer relationship sentiment", "choices": [ "WORSENING", "STATIC", "IMPROVING" ] }, "suggested_action": { "type": "enum", "description": "Immediate first response workflow action", "choices": [ "PAGE_ONCALL_SRE", "ISSUE_CREDIT_MEMO", "DISPATCH_SECURITY_TEAM", "SCHEDULE_EXEC_CALL" ] }, "assigned_agent_tier": { "type": "enum", "description": "Support engineer tier required", "choices": [ "TIER_1", "TIER_2", "SENIOR_SRE", "DIRECTOR" ] }, "ticket_priority": { "type": "enum", "description": "Internal triage queue priority", "choices": [ "P0_EMERGENCY", "P1_HIGH", "P2_NORMAL", "P3_LOW" ] } } }