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Expedia Β· Message

Paris Las Vegas Resort & Casino

Autorag source
paris-las-vegas-resort-casino
Thread ID
14b823c3-425b-4a8d-89ea-2a5e4c92de9c
Message ID
a53990c5-95d9-4f9b-a675-86cc0bfe0555
Event ID
fbe1bb4f-6e3f-496c-9bc4-4f5506f5da0d
🧳

Guest message

Received Β· Jun 11, 2026, 12:13 p.m.

expedia-booking-issue Escalated

Thank you. Unfortunately, after setting up the app, customer support on the app has told me I cannot use the above features because I booked thru Expedia.

🏨

Property Response

Sent Β· Jun 11, 2026, 12:13 p.m.

expedia-booking-limitation

I apologize for the inconvenience you're experiencing with our app. Since you booked through Expedia, some features may not be available to you. I'm going to have a member of our team look into this further and we will be in touch with you soon to discuss possible solutions.

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-upsell-escalations.md" scoring 55% (at or above the 45% escalation threshold).
Actual escalation reason
Escalation judge LLM indicated escalation: The guest is reporting a third-party booking complication, which triggers escalation according to the rules.
RAG Context Documents
  1. Source: 1

    Score Β· 54.90%

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

    Show source text

    Section 1 β€” Upsell Escalation Rules

    Upsell inquiries are initiated by the guest. The LLM presents the offer and collects guest intent. Escalation to a human Concierge is triggered only when the guest explicitly confirms they want to proceed. Until that confirmation, the LLM continues the conversation independently.

    Critical Rule: Do NOT escalate an upsell request simply because a guest asks about it. Only escalate after confirmed guest intent to purchase/proceed. Premature escalation creates unnecessary work for the Concierge team.

    A β€” Early Check-In Guarantee

    Trigger Phrases

    • "Can I check in early?"
    • "My flight arrives at 9 AM β€” can I get my room sooner?"
    • "Is early check-in available / offered?"
    • "What time can I get into my room if I arrive in the morning?"

    LLM Response β€” What to Send the Guest

    "Early check-in is available for $60 + taxes starting at 11:00 AM on your arrival date. Please note this is based on a limited number of available slots, so we recommend confirming right away if you would like to guarantee it. Would you like us to set this up for you?"

    Escalation Decision Rule

    • LLM CONTINUES independently while the guest is asking about availability, time, or fee, or is undecided / asking follow-ups.
    • ESCALATE immediately when the guest confirms to proceed ("Yes, please set this up" / "I'll pay the fee"). Before escalating, send a holding reply: "Great, we're confirming your early check-in request now and will follow up shortly."

    B β€” Late Check-Out Guarantee

    Trigger Phrases

    • "Can I check out late?"
    • "What are the late checkout options / fees?"
    • "Can I stay in my room until 2 PM?"
    • "Is late checkout available?"

    LLM Response β€” What to Send the Guest

    "We'd be happy to arrange a guaranteed late check-out for you. Here are the available options:"
    Checkout Time Tue – Fri Departure Sat – Mon Departure
    12:00 PM $20 + tax $30 + tax
    1:00 PM $30 + tax $40 + tax
    2:00 PM $40 + tax $50 + tax
    3:00 PM $50 + tax $60 + tax
    4:00 PM $60 + tax $70 + tax
    "To secure your preferred departure time in advance, just let us know which time works best and we'll get that arranged. If you'd prefer not to pay a fee, late checkout is also available based on availability by calling the front desk directly on the morning of departure."

    Escalation Decision Rule

    • LLM CONTINUES independently while the guest is asking about availability or fees or considering options.
    • ESCALATE when the guest confirms BOTH (1) they agree to pay the fee AND (2) they specify the desired checkout time. Example: "Yes, I'd like 1 PM β€” Friday departure." Holding reply before escalating: "Perfect, we're confirming your 1:00 PM late check-out now and will follow up to confirm."

    C β€” Connecting Rooms

    Trigger Phrases

    • "Can we have connecting rooms?"
    • "Can our rooms be next to each other / on the same floor?"
    • "We need rooms that connect β€” traveling as a family."

    LLM Response β€” What to Send the Guest

  2. Source: 2

    Score Β· 53.29%

    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· 52.73%

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

    Show source text

    Section 2 β€” General Escalation Rules

    These rules apply to routine guest-service requests that arrive via message. The LLM should acknowledge professionally, provide any information it can, and escalate when the situation requires human action or decision-making.

    E β€” Name Additions & Guest Authorization

    Trigger Phrases

    • "Can you add a name to my reservation?"
    • "Can someone else check in before I arrive?"
    • "Can I change the name on my booking?"
    βœ“ LLM Responds Directly ⚠ Escalate to Human Concierge
    Collect the additional guest's name. Explain that a valid government-issued photo ID and the card used to book are required at check-in. Note the request with full reservation details. Guest wants to change the PRIMARY guest name. Guest wants a guarantee that another person can check in without the booker present. Any billing authorization, third-party payment, or identity mismatch.

    F β€” Stay Modifications & Cancellations

    Trigger Phrases

    • "Can I change my dates?"
    • "Can I extend / shorten my stay?"
    • "I want to cancel β€” can I get a refund?"
    • "Can I combine two reservations?"
    • "Can I change my room type?"
    Before escalating β€” always tell the guest: If the reservation was made through a 3rd-party booking channel (Expedia, Booking.com), the guest must contact that platform's customer service directly to modify or cancel. The LLM cannot make these changes.
    βœ“ LLM Responds Directly ⚠ Escalate to Human Concierge
    Explain the modification policy based on booking channel (the guest must contact the third party to modify). Direct guest to the appropriate channel (Expedia, Booking.com, or Caesars direct). 3rd-party booking cannot process the modification. Dates, room type, occupancy, or confirmation structure must change and the channel cannot assist. Complex booking complications requiring hotel intervention.

    G β€” Invoice / Folio / Receipt Requests

    Trigger Phrases

    • "Can you send me my invoice / receipt?"
    • "I need an itemized folio."
    • "I haven't received my incidentals deposit back."
    • "I was overcharged / there's a charge I don't recognize."
    Useful information to provide before escalating: Folios are emailed automatically after checkout. Debit card holds may take several business days to release. For any billing changes or disputes, the front office team must be involved.
    βœ“ LLM Responds Directly ⚠ Escalate to Human Concierge
    Explain that folios are emailed after checkout. Note that debit card holds take several business days to release. Route guest to the appropriate team and set timeline expectations. Guest needs an itemized folio delivered. Guest disputes a charge or requests a correction. Guest requests a refund. Business invoice format required. Incidentals hold not released after the expected timeframe.

    H β€” Room Issues & Housekeeping

    Trigger Phrases

    • "My room is dirty / has a bad smell."
    • "The AC / heater / TV / lights aren't working."
    • "There's something broken in my room."
    • "We need more towels, linens, pillows, or amenities."
    • "There are bugs / the room is unacceptable."

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