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Expedia Β· Message

Flamingo Las Vegas Hotel & Casino

Autorag source
flamingo-las-vegas-hotel-casino
Thread ID
c33433e4-8ffe-4606-87c0-28479803575d
Message ID
cb35be70-1c89-4695-9f75-71cdcb947326
Event ID
87f1966b-0589-4484-8563-941da9ed60a5
🧳

Guest message

Received Β· Jun 11, 2026, 3:28 p.m.

reservation-lookup-issue

You sent me an email with my confirmation # but when I try to pull it up Its says not found.Do you see a reservation out there with my name on it? Deanna Edwards

🏨

Property Response

Sent Β· Jun 11, 2026, 3:28 p.m.

reservation-confirmation-clarification

I apologize for the issue you're experiencing with your reservation, Deanna. I've checked our system, and it appears that your reservation was booked through Allegiant. Sometimes, there can be a delay in our system updating. Could you please try checking again or contact Allegiant directly to confirm your reservation details? If you're still having trouble, feel free to let me know, and I'll do my best to assist you further.

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-general-escalations.md" scoring 56% (at or above the 45% escalation threshold).
Actual escalation reason
RAG retrieval indicated escalation, but the guest message tag "reservation-lookup-issue" is configured as a no-escalation tag for this property.
RAG Context Documents
  1. Source: 1

    Score Β· 56.09%

    flamingo-las-vegas-hotel-casino/flamingo-las-vegas-hotel-casino-general-escalations.md

    Show source text

    RAG Context: Section 2 general escalation rules for Flamingo Las Vegas routine guest-service requests β€” Name Additions & Guest Authorization, Stay Modifications & Cancellations, Invoice/Folio/Receipt Requests, Room Issues & Housekeeping, Maintenance Requests, Noise/Neighbor/Safety Complaints, Billing Issues & Charge Disputes, and General Complaints & Compensation Requests. For each: trigger phrases and a clear split between what the LLM responds to directly versus what it escalates to a human Concierge. Safety, medical, injury, theft, and billing-dispute messages always escalate. The on-site Security Team is available 24/7 at 702-733-3523. Part of the master framework in flamingo-las-vegas-hotel-casino-escalations.md.

    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?"
  2. Source: 2

    Score Β· 52.87%

    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· 52.77%

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

    Show source text

    RAG Context: Master escalation framework for Flamingo Las Vegas automated guest messaging and post-stay reviews. Defines the core operating principle (the LLM handles routine information and upsell conversations up to β€” but not including β€” the moment a guest commits or a sensitive situation arises, then sends a holding reply and generates a human-Concierge escalation email), the required fields for every escalation email, and a quick-reference decision table. Detailed decision rules live in the companion documents: flamingo-las-vegas-hotel-casino-upsell-escalations.md (Section 1), flamingo-las-vegas-hotel-casino-general-escalations.md (Section 2), and flamingo-las-vegas-hotel-casino-review-response-escalations.md (Section 3). Serious guest-reported incidents (injury, theft, health, security, harassment, hygiene, legal) route through the detailed risk-category guides listed below; any guest confirmation or acceptance of a fee or charge routes through the always-escalate fee-confirmation guide (CONFIRM-FEE).

    Flamingo 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: flamingo-las-vegas-hotel-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: flamingo-las-vegas-hotel-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: flamingo-las-vegas-hotel-casino-review-response-escalations.md (positive and negative/mixed review handling and escalation triggers).

    Detailed Incident-Category Guides

    For serious guest-reported incidents, route using the risk-category guides (all are always-escalate):

    • flamingo-las-vegas-hotel-casino-safety-injury-escalations.md β€” Safety & physical harm (SAFETY-INJURY)
    • flamingo-las-vegas-hotel-casino-security-theft-escalations.md β€” Theft & property crime (SECURITY-THEFT)
    • flamingo-las-vegas-hotel-casino-health-medical-escalations.md β€” Health & medical (HEALTH-MEDICAL)
    • flamingo-las-vegas-hotel-casino-security-safety-escalations.md β€” Security & unsafe conditions (SECURITY-SAFETY)
    • flamingo-las-vegas-hotel-casino-conduct-harassment-escalations.md β€” Harassment & conduct (CONDUCT-HR)
    • flamingo-las-vegas-hotel-casino-hygiene-hazard-escalations.md β€” Hygiene & environmental (HYGIENE-HAZARD)
    • flamingo-las-vegas-hotel-casino-legal-threat-escalations.md β€” Legal threats (LEGAL-FLAG)

    One additional always-escalate guide covers a guest commitment rather than a harm incident:

    • flamingo-las-vegas-hotel-casino-confirm-fee-escalations.md β€” Fee & charge confirmation (CONFIRM-FEE) β€” guest accepts/authorizes any fee or surcharge; catch-all backing the Section 1 upsell rows below

    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.

    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 $25/room/night fee, request names & conf #s Guest confirms fee + provides all names & conf #s β€” then escalate
    Upgrade / Extend Stay Ask for best contact phone number 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 Explain 3rd-party policy, direct to booking channel 3rd party cannot process; complex booking changes
    Invoice / Folio / Receipt Explain who issues folio, set timeline expectations Itemization, billing correction, refund request
    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 (702-733-3523) Security/front desk intervention needed; unresolved
    Billing 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

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