πŸ’¬

Expedia Β· Message

Flamingo Las Vegas Hotel & Casino

Autorag source
flamingo-las-vegas-hotel-casino
Thread ID
32d5402d-4dba-4a1c-a8f0-74b92379e539
Message ID
c4d58e1b-6bea-41d1-82fd-6c41b65058b3
Event ID
9a72405d-7725-4609-920d-81c21d4c0d4e
🧳

Guest message

Received Β· Jun 17, 2026, 2:45 a.m.

confirmation-number-issue

Are you able to send me the confirmation number again here? To make sure I have it correct

🏨

Property Response

Sent Β· Jun 17, 2026, 2:45 a.m.

confirmation-number-assistance

I'd be happy to help you with your confirmation number. For security and verification purposes, please provide the necessary details directly.

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 65% (at or above the 45% escalation threshold).
Actual escalation reason
Escalation judge LLM did not indicate escalation: The guest is requesting their confirmation number to be resent, which does not involve confirming, accepting, or agreeing to a fee or charge. Therefore, the fee confirmation escalation rule does not apply.
RAG Context Documents
  1. Source: 1

    Score Β· 64.95%

    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· 61.44%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-customer-phone-number-escalations.md

    Show source text

    flamingo customer-phone-number

    RAG Context: Escalation guideline for Flamingo Las Vegas guest messages where the guest's message contains a phone number β€” i.e. the guest supplies a phone number (their own cell / mobile, a callback number, an alternate contact, or someone else's) or asks to be called or texted at a number (e.g. "Please call me at (702) 555-0199."). The Flamingo automated assistant operates on text-messaging and post-stay review channels and cannot place or receive phone calls or SMS; a guest sharing a personal phone number is requesting β€” explicitly or implicitly β€” direct human or voice contact, and is supplying personal contact information (PII) that a person must handle. Every guest message that contains a phone number is therefore an immediate, always-on escalation to a human Concierge. Maps to risk category CUSTOMER PHONE NUMBER (tag CUSTOMER-PHONE-NUMBER) in the master Flamingo Risk Management Framework (flamingo-las-vegas-hotel-casino-escalations.md). All matches require immediate escalation. Do not call or text the number, and do not repeat the full number back in a public reply β€” acknowledge and route to a human.

    Customer-Supplied Phone Number

    Guest asks / says:

    • "Please call me at (702) 555-0199."
    • "My cell is 702-555-0142 β€” call anytime."
    • "Can someone reach me at +1 555 867 5309?"
    • "Text me at 5550100123."
    • "Here's my number: 555-0188, please follow up by phone."
    • "Call my husband at 702.555.0177 to sort this out."
    • "I'd rather talk β€” my number's 555 0150."

    Trigger keywords (non-exhaustive): call me at, reach me at, text me at, my number is, my cell is, my mobile is, here's my number, you can reach me on, call my [husband / wife / assistant] at, call me back, give me a call β€” plus any digit sequence formatted as a phone number in the guest's message: (NPA) NXX-XXXX, NPA-NXX-XXXX, NPA.NXX.XXXX, 7-digit NXX-XXXX, international +CC … / +1 NPA NXX XXXX, or a bare 10-/11-digit run.

    Disambiguation: This category fires when the guest supplies or shares a phone number (or asks to be contacted at one). A guest asking for the property's phone number ("what's the front-desk / pool / spa number?") is a routine information request β€” answer from flamingo-las-vegas-hotel-casino-property-details.md, do not tag here. Do not over-trigger on non-phone digit strings: reservation / confirmation numbers, Caesars Rewards numbers, room numbers, dates, and dollar amounts are not phone numbers. Tag only when the digits are presented as a phone / contact number or paired with a call/text request. When a message both shares a number and raises another issue (billing, safety, complaint), apply both tags.

    TAG as customer-phone-number

    Respond with

    Thank the guest and let them know a team member will follow up. Send a holding reply only (e.g. "Thank you β€” I've passed your details to our team and someone will be in touch."). Never state that a call or text has been placed, returned, or scheduled for a specific time; do not call or text the number yourself; and do not echo or repeat the full phone number back in the reply β€” especially on a public review channel β€” treat it as private contact information.

    Before escalating

    Do not call or text the guest and do not promise a specific callback time. The LLM is authorized to acknowledge only. Capture in the escalation record: the guest's exact wording, the phone number provided and whose number it is (guest / spouse / assistant), any preferred call or text window, the reason they want to be contacted, the inbound channel, and full reservation details β€” so the Concierge can make voice/SMS contact.

    Escalate when:

    • Always. Any guest message that contains a phone number, or any request to be called or texted, is an immediate escalation so a human can make voice/SMS contact and handle the personal contact details β€” regardless of the reason, tone, or topic. The LLM has no ability to place or receive calls or texts.
    • If the phone number accompanies a sensitive issue (safety, injury, theft, health, harassment, legal, billing dispute), escalate under both this tag and the relevant risk-category guide, and flag the higher-severity tier.
    • Tag the conversation: [CUSTOMER-PHONE-NUMBER] + [TIER LEVEL] + [CHANNEL: Expedia] and route to the Flamingo Concierge queue with priority flag.
  3. Source: 3

    Score Β· 56.04%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-email-contact-escalations.md

    Show source text

    RAG Context: Escalation guideline for Flamingo Las Vegas 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 flamingo-las-vegas-hotel-casino-escalations.md. A guest simply asking for the property's general contact info for a routine reason is handled from flamingo-las-vegas-hotel-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

    Any Flamingo Las Vegas guest message that asks to communicate by email, asks for the property's email, offers or shares an email address, or that contains a string that looks like an email β€” including a redacted email such as ----@--------.--- β€” is an always-on escalation. The assistant cannot send or receive email, and the booking was made through a third-party provider, so direct email communication is not possible. Send the standard response below (which states this) and escalate to a human Concierge.

    Email Contact Requested / Email Address in Message

    Guest asks / says:

    • "Can you email me the details?" / "Please reply by email."
    • "What's your email address?" / "Is there an email I can reach you at?"
    • "I'll email you." / "Let me give you my email."
    • "Here's my email: ----@--------.---" (platform-redacted)
    • "Contact me at ****@**."
    • "My email is jane.doe@example.com." (a real address comes through)

    Trigger keywords / patterns (non-exhaustive): email me, by email, via email, reply to my email, send it to my email, what's your email, your email address, I'll email you, here's my email, contact me at β€” plus any email-shaped token, redacted or real: <mask>@<mask>.<mask> where each <mask> is a run of repeated masking characters (-, *, x / X, #, β€’) β€” e.g. ----@--------.---, ****@*****.***, xxxx@xxxxx.xxx β€” or a real address local@domain.tld.

    Disambiguation: This tag is for a guest who wants to communicate by email or who supplies an email address (real or platform-redacted). A guest asking whether their folio / receipt / invoice will be emailed after checkout is a routine billing-info request β€” handle via the invoice / folio flow, do not tag here. Do not echo a full real email address back in a public reply β€” treat it as private contact information.

    TAG as email-contact

    Respond with

    State that email communication is not possible because the booking was made through a third-party provider, and offer to continue helping on the current channel. Do not send or promise an email, and do not echo a real email address back. Standard response:

    "Thank you for reaching out! Unfortunately, we're unable to correspond by email for this reservation, as your booking was made through a third-party provider. We're glad to assist you right here through this channel β€” please share anything you need and we'll be happy to help."

    Before escalating

    Do not email the guest and do not promise email follow-up. Capture in the escalation record: the guest's exact wording, whether they requested email contact and/or supplied an email (note if it arrived redacted vs. a real address β€” do not transcribe a full real address into a public field), the reason they want email, the inbound channel, and full reservation details.

    Do not claim (unless actually verified and a real escalation has been created and routed)

    • That an email has been sent, received, or scheduled
    • That the team will follow up by email
    • That the matter will be handled / resolved by email
    • That the guest's email has been saved to their reservation

    Escalate when:

    • Always. Any request to communicate by email, any request for the property's email, or any email-shaped token (redacted or real) in a guest message is an immediate escalation β€” the assistant cannot use email and the third-party booking precludes direct email contact, so a human Concierge should be aware and handle any contact details.
    • If the email request accompanies a sensitive issue (billing dispute, safety, complaint, legal), escalate under both this tag and the relevant risk-category guide, and flag the higher-severity tier.
    • Tag the conversation: [EMAIL-CONTACT] + [TIER LEVEL] + [CHANNEL: Expedia / Booking.com] and route to the Flamingo Concierge queue.

Escalation decision review

This response was not escalated. Was that decision correct?

Marked correct

LLM response review

Set by the preferred response below β€” saving a correction marks it incorrect, clearing the correction marks it correct.

Not yet assessed

Optionally provide a better response. Saving non-empty text marks the LLM response incorrect; clearing it marks the LLM response correct.