Ticket #958 trace

Input snapshot

Good afternoon

Output payload

{
  "source": "llm_intent",
  "status": "awaiting_customer",
  "category": "other",
  "priority": "normal",
  "route": "clarify",
  "current_layer": "triage",
  "confidence": 0.9,
  "decision": "clarify",
  "reply": "Hello! Welcome to AI Passport Photo support. How can we assist you today with your passport or visa photo needs?",
  "reasoning_summary": "Message is a greeting and low-information opener, requiring clarification.",
  "input_snapshot": "Good afternoon",
  "tags": [
    "greeting",
    "opener",
    "low_information"
  ]
}

Input snapshot

Can you check if my existing passport photo already meets requirements?

Output payload

{
  "source": "llm_intent",
  "status": "in_progress",
  "category": "technical",
  "priority": "normal",
  "route": "specialist",
  "current_layer": "specialist",
  "confidence": 0.9,
  "decision": "triage",
  "reply": null,
  "reasoning_summary": "User requests verification of their existing passport photo, which is a case-specific operational request.",
  "input_snapshot": "Can you check if my existing passport photo already meets requirements?",
  "tags": [
    "photo_verification",
    "case_specific"
  ]
}

Input snapshot

Can you check if my existing passport photo already meets requirements?

Output payload

{
  "source": "fallback",
  "status": "awaiting_customer",
  "current_layer": "specialist",
  "confidence": 0.64,
  "decision": "offer_human_handoff",
  "route": "offer_human_handoff",
  "escalation_reason": "No matching business record was found.",
  "handoff_note": "A human specialist should review this case before the next reply because it needs human review.",
  "summary": "Request requires human review because no matching business record was found.",
  "reply": "I could not safely verify your request automatically. If you want, I can connect you with a human specialist.",
  "reasoning_summary": "No matching business record was found.",
  "input_snapshot": "Can you check if my existing passport photo already meets requirements?",
  "human_handoff_available": true,
  "tags": [
    "human-review",
    "missing-record"
  ]
}