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Expedia Β· Message

Flamingo Las Vegas Hotel & Casino

Autorag source
flamingo-las-vegas-hotel-casino
Thread ID
77ecf40b-8874-47d0-a488-3c5a017f2bf5
Message ID
4f4934fa-17ae-4e70-9ba3-379654e82142
Event ID
d281c808-f68a-4a2e-a2d9-8311cc5bfa3d
🧳

Guest message

Received Β· Jun 17, 2026, 9:56 p.m.

billing-dispute Escalated

The charges have been posted to my account and I was charged for the early check in

🏨

Property Response

Sent Β· Jun 17, 2026, 9:57 p.m.

billing-inquiry-response

I apologize for the issue with the early check-in charge. We will look into this matter further and a member of our team will be in touch with you to discuss the details of your account.

Escalation Information
Possible escalation
Yes
Actual escalation
Yes
Possible escalation reason
RAG retrieval returned escalation file "flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-confirm-fee-escalations.md" scoring 60% (at or above the 45% escalation threshold).
Actual escalation reason
Escalation judge LLM indicated escalation: The guest's message confirms being charged for an early check-in fee, which triggers the 'confirm-fee' escalation rule. The property cannot process payments or confirm charges, so escalation is required.
RAG Context Documents
  1. Source: 1

    Score Β· 59.52%

    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.
  2. Source: 2

    Score Β· 54.98%

    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.
  3. Source: 3

    Score Β· 51.65%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-security-theft-escalations.md

    Show source text

    flamingo security-theft

    RAG Context: Escalation guideline for Flamingo Las Vegas guest reports involving theft, property crime, unauthorized room access, vehicle break-in, missing valuables, credit-card or identity compromise tied to the stay, pickpocketing on hotel grounds, or missing luggage during bell service. Maps to risk category THEFT & PROPERTY CRIME (tag SECURITY-THEFT) in the master Flamingo Risk Management Framework (flamingo-escalations.md). All matches require immediate escalation to a human concierge β€” the LLM may acknowledge only and must not speculate on cause or outcome.

    B. Theft & property crime

    Guest asks / says:

    • "Items were stolen from my room."
    • "Something was taken from the pool / spa / common area."
    • "My car was broken into / something was stolen from hotel parking."
    • "Someone entered my room without permission."
    • "My valuables are missing after check-out."
    • "I think my room key was copied / there was unauthorized entry."
    • "My credit card / identity was compromised after my stay."
    • "I was pickpocketed / robbed on the property."
    • "My luggage went missing during bell service or storage."

    Trigger keywords (non-exhaustive): stolen, theft, robbed, burglarized, pickpocketed, missing, disappeared, can't find my belongings, someone was in my room, unauthorized entry, room was entered, key card was copied, car was broken into, vehicle theft, credit card fraud, identity theft, charges I didn't make, called the police, filed a police report, cops.

    TAG as security-theft

    Respond with

    Use one of the approved Risk Management response templates from flamingo-escalations.md Β§5. Acknowledge gravity, do not confirm or deny the guest's claim, speculate on cause, identify staff or departments, describe internal security protocols, or hint at compensation.

    Before escalating

    Do not investigate or attempt to resolve. The LLM is authorized to acknowledge and empathize only. Capture the guest's exact wording in the escalation record so the concierge can route to Security (702-733-3523) and, where appropriate, to property leadership and law-enforcement liaison.

    Escalate when:

    • Always. Any mention of theft, missing valuables, unauthorized room entry, vehicle break-in, identity compromise, or property crime is an immediate escalation regardless of star rating, tone, or whether the guest demands action.
    • Tag the conversation: [SECURITY-THEFT] + [TIER LEVEL] + [CHANNEL: Expedia] and route to the Flamingo Concierge queue with priority flag.

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