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Expedia Β· Message

Flamingo Las Vegas Hotel & Casino

Autorag source
flamingo-las-vegas-hotel-casino
Thread ID
8a06eb0b-5d6d-4ba9-bcf7-8c0992b31416
Message ID
74c6a334-45b1-48bc-97dd-4823344baf1d
Event ID
80224f0b-d5c1-4d60-bda2-cecfc0b59c29
🧳

Guest message

Received Β· Jun 18, 2026, 4:35 a.m.

late-checkout

We would like to request 1pm checkout

🏨

Property Response

Sent Β· Jun 18, 2026, 4:35 a.m.

late-checkout-policy

Thank you for reaching out. We are happy to confirm that a 1pm checkout is available.

Escalation Information
Possible escalation
Yes
Actual escalation
No
Possible escalation reason
RAG retrieval returned escalation file "flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-confirm-fee-escalations.md" scoring 53% (at or above the 45% escalation threshold).
Actual escalation reason
Escalation judge LLM did not indicate escalation: The guest has not confirmed or agreed to a fee, only requested a late checkout. The proposed reply appropriately defers to a team member without confirming any charges.
RAG Context Documents
  1. Source: 1

    Score Β· 56.09%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-late-check-in.md

    Show source text

    RAG Context: Standard response for any Flamingo Las Vegas guest message about late check-IN or a late arrival β€” "can I check in late?", "we're arriving late / after midnight", "what if we get there at 2am?", "is there late check-in?", "do you have 24-hour check-in?". The front desk is open 24 hours and guests may check in at any time; guests arriving past 1:00 AM should call the front desk (702-733-3111). Informational only β€” no escalation. This is late ARRIVAL, NOT late check-OUT β€” late check-out is a separate, fee-based topic in flamingo-las-vegas-hotel-casino-faq-hotel-policies.md. Consistent with the LATE ARRIVAL template in flamingo-las-vegas-hotel-casino-standardized-responses-pre-stay.md and the 24-hour front desk note in flamingo-las-vegas-hotel-casino-faq-hotel-policies.md.

    Late Check-In / Late Arrival β€” Standard Response

    Any guest message asking about checking in late, arriving late, or whether there is late / 24-hour check-in gets the standard response below. This is informational β€” do not escalate. (Late check-out is a separate, fee-based topic β€” do not confuse the two.)

    Standard response β€” send for any late check-in / late arrival question: "Front Desk is open 24-hours and guests may check-in at any time. Please call the front desk if arriving past 1:00am."

    Trigger Phrases

    • "Can I check in late?" / "Is there late check-in?"
    • "We're arriving late / after midnight / around 2 AM."
    • "Do you have 24-hour check-in / a 24-hour front desk?"
    • "What happens if we get in past 1:00 AM?"

    Notes

    • The Flamingo front desk is open 24 hours and guests may check in at any time. For arrivals past 1:00 AM, the front desk number is 702-733-3111.
    • This covers late ARRIVAL only. Late check-out is fee-based β€” see flamingo-las-vegas-hotel-casino-faq-hotel-policies.md.
    • Informational response β€” do not escalate.
  2. Source: 2

    Score Β· 52.65%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-standardized-responses-room-requests.md

    Show source text

    RAG Context: Room request standardized response templates for Flamingo Las Vegas β€” atomic templates for quiet room requests, rooms close together, guaranteed connecting rooms ($25/room/night, confirm names and confirmation numbers), adjoining room requests ($25/room/night, confirm second reservation ID), bed type/bedding requests (bed type not guaranteed; upgrades available pre-arrival), PetStay room requests, view option requests, special occasion requests (amenity setups available via concierge/Laurel at +1-702-733-3111), honeymoon/special celebration requests, crib requests, rollaway bed requests, mini-fridge requests (note: all rooms already have fridges), microwave/coffee maker requests (not available), Jacuzzi tub requests (not available), balcony requests (not available), extra towels/blankets/pillows in-advance requests, generic room requests, and room changes after check-in.

    Room Request Standardized Responses for Flamingo Las Vegas:

    • QUIET ROOM REQUESTS

      Thank you for reaching out! We've noted your request for a quiet room and will do our best to accommodate it based on availability at the time of your arrival. While we cannot guarantee specific room assignments in advance, please rest assured that we will make every effort to fulfill your preference.

      If you have any further questions or special requests, please don't hesitate to reach out.

    • ROOMS CLOSE TOGETHER

      Thank you for reaching out! Connecting and adjoining rooms are based on availability at the time of check-in.

  3. Source: 3

    Score Β· 52.64%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-confirm-fee-escalations.md

    Show source text

    flamingo confirm-fee

    RAG Context: Escalation guideline for Flamingo Las Vegas guest messages where the guest confirms, accepts, authorizes, agrees to, or approves a fee or charge β€” as opposed to disputing one. Covers acceptance of a quoted surcharge or add-on cost: adjoining / connecting room fees, room upgrades, early check-in or late checkout fees, resort fees, parking, pet fees, rollaway bed or extra-guest charges, extra-night charges, and any "per room / per night" or "extra fee" the guest agrees to pay (e.g. "Yes, we'd like to confirm the adjoining rooms for the extra fee of $25 per room, per night."). The LLM cannot process payments, apply charges, or guarantee paid add-ons or availability, so every confirmation must be handed to a human to action. Maps to risk category FEE & CHARGE CONFIRMATION (tag CONFIRM-FEE) in the master Flamingo Risk Management Framework (flamingo-las-vegas-hotel-casino-escalations.md). All matches require immediate escalation. Do not confirm the charge is applied or the add-on secured β€” acknowledge and route to a human.

    Confirmation of a Fee or Charge

    Guest asks / says:

    • "Yes, we'd like to confirm the adjoining rooms for the extra fee of $25 per room, per night."
    • "Yes, please go ahead and add the [resort fee / early check-in / late checkout / upgrade] charge."
    • "We accept the $X fee β€” please confirm."
    • "Go ahead and charge me for the [rollaway bed / pet fee / parking / connecting rooms / extra guest]."
    • "That's fine, please add it to my bill / room."
    • "Confirmed β€” please proceed with the upgrade at the quoted price."
    • "Yes, we agree to the additional cost / surcharge."
    • "Please charge my card for the extra night."

    Trigger keywords (non-exhaustive): yes please confirm, we'd like to confirm, go ahead and charge, charge me, charge my card, add it to my bill, add it to my room, accept the fee, agree to the charge, agree to the fee, approve the fee, okay to charge, that's fine charge, proceed with the upgrade, confirm the extra fee, extra fee, additional charge, additional cost, surcharge, add-on, per night, per room, willing to pay, sounds good charge me, confirm the [adjoining / connecting] rooms.

    Disambiguation: This category is for a guest accepting / authorizing a new or quoted charge (a forward-looking action that must be executed by a human). If the guest is disputing, questioning, or asking to remove an existing charge, that is a billing dispute β€” see General Escalation Rules Β§K (Billing Issues & Charge Disputes). When a message both accepts a fee and disputes another, apply both tags.

    TAG as confirm-fee

    Respond with

    Thank the guest for confirming and acknowledge the specific fee/charge they accepted. Never state that the charge has been applied, the payment processed, or the room / upgrade / add-on secured; do not quote, adjust, or negotiate the amount, or guarantee availability. Make clear that a team member will finalize the arrangement and apply the charge. The LLM is not authorized to process payments or confirm paid add-ons.

    Before escalating

    Do not apply, process, or confirm the charge, and do not guarantee the booking change. The LLM is authorized to acknowledge and thank only. Capture the guest's exact wording in the escalation record β€” the specific charge accepted, the amount, the unit (per room / per night / one-time), what it is for (adjoining / connecting rooms, upgrade, pet, parking, late checkout, extra guest, rollaway, extra night), and full reservation details β€” so the concierge can apply the charge and confirm the arrangement.

    Escalate when:

    • Always. Any guest message that accepts, authorizes, agrees to, or confirms a fee, surcharge, add-on, or paid request is an immediate escalation so a human can apply the charge and confirm the arrangement β€” regardless of amount, tone, or whether the guest asks for confirmation. The LLM has no authority to process payments, apply charges, or guarantee paid add-ons or availability.
    • If the confirmed fee is tied to a booking change (room type, adjoining / connecting rooms, dates, occupancy) controlled by a 3rd-party channel (Expedia, Booking.com), still escalate and capture the booking channel so the team can route the change correctly.
    • Tag the conversation: [CONFIRM-FEE] + [TIER LEVEL] + [CHANNEL: Expedia] and route to the Flamingo Concierge queue with priority flag.

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