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Expedia Β· Message

Paris Las Vegas Resort & Casino

Autorag source
paris-las-vegas-resort-casino
Thread ID
41d05c68-2bf1-4d9f-aa8c-7cd7168d99b9
Message ID
229eead0-2f70-421d-8b54-de37772fc5f7
Event ID
e9c8349e-74ed-4b67-be0e-3b1180b07512
🧳

Guest message

Received Β· Jun 17, 2026, 9:06 p.m.

deposit-refund-follow-up

Good evening, Hope that you are doing well. I send this message as a follow up on the status of the deposit refund for both reservations. Thanks and kind regards Carlos

🏨

Property Response

Sent Β· Jun 17, 2026, 9:07 p.m.

deposit-refund-policy

Thank you for reaching out to us again, Carlos. We appreciate your patience. Your deposit refund is currently being processed.

Escalation Information
Possible escalation
Yes
Actual escalation
No
Possible escalation reason
RAG retrieval returned escalation file "paris-las-vegas-resort-casino/paris-las-vegas-resort-casino-email-contact-escalations.md" scoring 59% (at or above the 45% escalation threshold).
Actual escalation reason
Escalation judge LLM did not indicate escalation: The guest's message does not request an email reply or include an email address, so the email contact escalation rule does not apply.
RAG Context Documents
  1. Source: 1

    Score Β· 59.12%

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

    Show source text

    RAG Context: Escalation guideline for Paris Las Vegas Resort Casino guest messages where the guest (a) requests a reply by email ("can you email me?", "reply to my email", "what's your email?", "I'll send you my email") or (b) sends an email address β€” including a platform-REDACTED token that looks like an email, e.g. ----@--------.---, ****@*****.***, xxxx@xxxxx.xxx (third-party booking channels such as Expedia / Booking.com auto-mask email addresses in guest messages, so a redacted-email token signals the guest tried to share their email). The automated assistant operates on the booking channel's text-messaging and post-stay review threads and cannot send or receive email, and because the reservation was made through a third-party provider the property has no direct email relationship with the guest β€” so email communication is not possible. The assistant sends the standard reply stating this (booking made through a third-party provider) and escalates to a human Concierge. Maps to tag EMAIL-CONTACT; part of the master framework in paris-las-vegas-resort-casino-escalations.md. A guest simply asking for the property's general contact info for a routine reason is handled from paris-las-vegas-resort-casino-property-details.md. Always escalate on trigger; do not email the guest and do not echo a full real email address back in a public reply.

    Email Contact Requested / Email Address in Message β€” Escalation

  2. Source: 2

    Score Β· 58.04%

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

    Show source text

    Paris Las Vegas β€” Escalation Decision Rules

    Escalation decision rules for automated guest messaging and post-stay reviews.

    How to Use This Guide

    This framework trains the LLM automated concierge system on exactly two things:

    • When to respond directly to a guest message without human involvement.
    • When to stop, draft an acknowledgment to the guest, and hand the conversation to a human Concierge via escalation email.
    Core operating principle: The LLM handles routine information requests and upsell conversations up to β€” but not including β€” the moment a guest commits or a sensitive situation arises. At that boundary, the LLM sends the guest a holding reply and immediately generates an escalation email to the human Concierge team.

    Companion Documents

    • Section 1 β€” Upsell Escalation Rules: paris-las-vegas-resort-casino-upsell-escalations.md (Early Check-In, Late Check-Out, Connecting Rooms, Room Upgrade / Stay Extension). Escalate only after confirmed guest intent to purchase/proceed.
    • Section 2 β€” General Escalation Rules: paris-las-vegas-resort-casino-general-escalations.md (Name Additions, Stay Modifications, Invoice/Folio, Room Issues, Maintenance, Noise/Safety, Billing, General Complaints).
    • Section 3 β€” Post-Stay Review Response Rules: paris-las-vegas-resort-casino-review-response-escalations.md (positive and negative/mixed review handling and escalation triggers).
    • Fee & Charge Confirmation (always escalate): paris-las-vegas-resort-casino-confirm-fee-escalations.md (CONFIRM-FEE) β€” catch-all when a guest accepts or authorizes any fee or surcharge; backs the Section 1 upsell rules.

    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)

    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.

  3. Source: 3

    Score Β· 55.67%

    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
    Room Upgrade / Extend Stay (incl. adding a night or a later checkout) Ask for best contact phone number; do not route to the booking channel Guest provides phone number β€” then escalate
    Fee / Charge Confirmation (any) Thank guest, acknowledge the accepted fee; do not apply the charge or guarantee the add-on Guest accepts/authorizes any fee or surcharge β€” always escalate (CONFIRM-FEE)
    Name Addition / Alt Check-In Collect name, explain ID/card requirements Primary name change, billing auth, identity mismatch
    Stay Modification / Cancel (shorten, cancel, date shift, room change, primary-name change β€” not adding nights or an additional guest name) Explain 3rd-party policy, direct to booking channel 3rd party cannot process; complex booking changes
    Invoice / Folio / Receipt (incl. itemized) Send the self-service folio response (emailed after checkout; check spam; else caesars.com folio-request link) Billing dispute / correction / refund; business-invoice format; incidentals hold past timeframe
    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 Inquiry / 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

Escalation decision review

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Marked correct

LLM response review

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