Ticket #931 trace

Input snapshot

Hello, can you help?

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. We assist with AI-based passport and visa photo preparation. How can we help you today?",
  "reasoning_summary": "Vague greeting message with no specific request.",
  "input_snapshot": "Hello, can you help?",
  "tags": [
    "greeting",
    "opening"
  ]
}

Input snapshot

How long do you keep my photo?

Output payload

{
  "source": "public_knowledge_llm",
  "status": "awaiting_customer",
  "category": "policy",
  "priority": "normal",
  "route": "knowledge_answer",
  "current_layer": "triage",
  "confidence": 1.0,
  "decision": "knowledge_answer",
  "reply": "We keep your photo only as long as needed to provide the service. Your photo is deleted after 30 days unless you request an earlier deletion.",
  "reasoning_summary": "The knowledge chunks explicitly state that photos are stored only as needed and deleted after 30 days unless earlier deletion is requested.",
  "input_snapshot": "How long do you keep my photo?",
  "tags": [
    "photo-retention",
    "privacy",
    "data-deletion"
  ]
}