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Expedia Β· Message

Paris Las Vegas Resort & Casino

Autorag source
paris-las-vegas-resort-casino
Thread ID
0effd2c1-a0db-4a11-bbb5-781e9b214cd8
Message ID
f49b08ef-857a-4a49-8a97-e7a2cbc8e998
Event ID
89cae131-d3ef-4df9-bb08-5c9d5165741a
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Guest message

Received Β· Jun 9, 2026, 7:23 p.m.

billing-dispute Escalated

To whom it May concern, This is to note that I have received bill copy however below is not belong to me, there was no any consumption in room and/or spend from minibar.Kindly remove and reverse back, $43.34 05/24/2026 461651791036VT MINIBARS RETAIL $43.34 Thanks and Regards, Burak ENDAR

🏨

Property Response

Sent Β· Jun 9, 2026, 7:24 p.m.

billing-dispute-response

Dear Burak, thank you for reaching out to us about the discrepancy on your bill. We apologize for the error and appreciate you bringing this to our attention. We are going to look into this matter further and will be in touch with you soon to resolve the issue. Please allow us some time to investigate and we will get back to you as soon as possible.

Escalation Information
Possible escalation
Yes
Actual escalation
Yes
Possible escalation reason
RAG retrieval returned escalation file "paris-las-vegas-resort-casino/paris-las-vegas-resort-casino-escalations.md" scoring 52% (at or above the 45% escalation threshold).
Actual escalation reason
Escalation judge LLM indicated escalation: The guest is disputing a billing charge, which falls under the 'Billing Dispute / Refund' category. According to the rules, any correction, dispute, or refund request must be escalated.
RAG Context Documents
  1. Source: 1

    Score Β· 52.39%

    paris-las-vegas-resort-casino/paris-las-vegas-resort-casino-escalations.md

    Show source text

    Section 4 β€” Quick Reference: LLM Decision Rules

    Use this table as a fast lookup for any incoming guest message. Find the request type, confirm whether the LLM handles it or escalates, and identify the specific trigger that activates the escalation.

    Request / Scenario LLM Response Escalation Trigger
    Early Check-In Share $60 + tax fee, explain availability Guest confirms they want to pay β€” then escalate
    Late Check-Out Share fee schedule, explain availability option Guest confirms fee + desired time β€” then escalate
    Connecting Rooms Explain $20/room/night fee, request names & conf #s Guest confirms fee + provides all names & conf #s β€” then escalate
    Upgrade / Extend Stay Ask for best contact phone number Guest provides phone number β€” then escalate
    Name Addition / Alt Check-In Collect name, explain ID/card requirements Primary name change, billing auth, identity mismatch
    Stay Modification / Cancel Explain 3rd-party policy, direct to booking channel 3rd party cannot process; complex booking changes
    Invoice / Folio / Receipt Explain who issues folio, set timeline expectations Itemization, billing correction, refund request
    Room Issue / Housekeeping Apologize, gather details, direct to front desk first Front desk unresponsive; safety impact; comp requested
    Maintenance Request Acknowledge, direct to front desk / Laurel text Front desk unresponsive; repair still needed
    Noise / Safety Complaint Acknowledge, direct to Security / front desk Security/front desk intervention needed; unresolved
    Billing Dispute / Refund Acknowledge, collect details Any correction, dispute, or refund β€” always escalate
    General Complaint / Comp Empathize, document thoroughly Compensation requested; multiple failures; emotional guest
    Post-Stay Review β€” Negative Acknowledge publicly with empathy template Safety, discrimination, viral-risk β€” escalate within 12h
    Post-Stay Review β€” Positive Respond with standard thank-you template No escalation required
  2. Source: 2

    Score Β· 47.38%

    paris-las-vegas-resort-casino/paris-las-vegas-resort-casino-general-escalations.md

    Show source text

    K β€” Billing Issues & Charge Disputes

    Trigger Phrases

    • "I was charged incorrectly / I don't recognize this charge."
    • "Can you remove this fee?"
    • "I want a refund."
    • "My deposit hasn't been returned."
    Rule β€” always escalate billing disputes: The LLM does not have authority to adjust charges, issue refunds, or confirm billing corrections. Any billing-related complaint must be escalated to the hotel team.
    βœ“ LLM Responds Directly ⚠ Escalate to Human Concierge
    Acknowledge the concern professionally. Gather relevant billing details and document them. Remind the guest that debit holds take several business days to release. Any billing correction, dispute, or refund β€” always escalate. Unrecognized charges or request to remove a fee. Incidentals deposit not returned within the expected timeframe.

    L β€” General Complaints & Compensation Requests

    Trigger Phrases

    • "This stay has been terrible."
    • "I'm unhappy with the service."
    • "No one is helping me."
    • "I want compensation / points / a refund for this experience."
    βœ“ LLM Responds Directly ⚠ Escalate to Human Concierge
    Empathize sincerely with the guest's experience. Apologize without assigning fault or making promises. Document the issue thoroughly. Compensation of any kind is requested. Multiple service failures are described. Guest is emotionally escalating or expressing distress. Guest threatens to leave a public review about the issue.

    Required Fields in Every Escalation Email

    • Guest First & Last Name
    • Reservation ID / Confirmation Number
    • Booking Channel (Expedia / Booking.com / direct)
    • Arrival Date & Departure Date
    • Nature of Request / Issue (detailed)
    • Guest Contact Phone or Email (where applicable)

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