Guest message
Received Β· Jun 10, 2026, 4:00 p.m.
Looks like my reservation is canceled thanks anyways
Expedia Β· Message
Received Β· Jun 10, 2026, 4:00 p.m.
Looks like my reservation is canceled thanks anyways
Sent Β· Jun 10, 2026, 4:01 p.m.
I'm so sorry to hear that your reservation has been canceled. If you have any questions or need assistance with anything else, please don't hesitate to reach out to us. We appreciate your understanding, and we hope to have the opportunity to welcome you to Flamingo Las Vegas in the future.
Source: 1
Score Β· 59.51%RAG Context: Escalation guideline for Flamingo Las Vegas guest reports involving sexual harassment by staff or another guest, discriminatory treatment (race, gender, disability, religion, etc.), verbal abuse or threatening behavior from staff, profiling/surveillance/targeting, hostile guest-to-guest interactions, complaints about use of force by security personnel, or ADA accommodations denied or mishandled. Maps to risk category HARASSMENT & CONDUCT (tag CONDUCT-HR) in the master Flamingo Risk Management Framework (
flamingo-escalations.md). All matches require immediate escalation. The LLM must not investigate, validate, or dismiss the claim.
Trigger keywords (non-exhaustive): harassed, sexual harassment, touched me, inappropriate, discriminated, racist, sexist, bias, profiled, staff was aggressive, threatening, yelled at me, abusive, felt unsafe, threatened, intimidated, followed, ADA, disability, accessibility, wheelchair, accommodation denied.
Use one of the approved Risk Management response templates from flamingo-escalations.md Β§5. Acknowledge with grounded seriousness. Do not investigate, validate, dismiss, name staff or other guests, describe internal HR or security protocols, or hint at compensation. Avoid any language that could read as taking sides.
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 β wording matters in HR and conduct matters. The concierge will route to property leadership and HR as appropriate.
[CONDUCT-HR] + [TIER LEVEL] + [CHANNEL: Expedia] and route to the Flamingo Concierge queue with priority flag.Source: 2
Score Β· 58.86%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.
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.
Thank you for reaching out! Connecting and adjoining rooms are based on availability at the time of check-in.
Source: 3
Score Β· 58.29%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), andflamingo-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).
Escalation decision rules for automated guest messaging and post-stay reviews.
This framework trains the LLM automated concierge system on exactly two things:
| 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. |
|---|
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.flamingo-las-vegas-hotel-casino-general-escalations.md (Name Additions, Stay Modifications, Invoice/Folio, Room Issues, Maintenance, Noise/Safety, Billing, General Complaints).flamingo-las-vegas-hotel-casino-review-response-escalations.md (positive and negative/mixed review handling and escalation triggers).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 belowUse 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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