OpenAI / conversation layer
Natural guest conversation
- Natural conversation
- Audio and turn-taking
- Translation
- Clarification
- Request proposal
Controlled AI
Hospitality AI with an operational boundary.
Let AI answer, translate, clarify, and prepare requests while GSM controls confirmation, persistence, routing, and staff workflow.
Conversation and operations
AI handles the conversation. GSM handles hotel operations.
The assistant can answer, translate, clarify, and prepare. GSM verifies, confirms, records, routes, and tracks.
GSM / hotel operations layer
Controlled hotel workflow
- Verified stay context
- Request state
- Guest confirmation
- Persistence and routing
- Staff workflow, limits, and audit trail
AI proposes. Guests confirm. Staff deliver.
Hotel knowledge
Configured information, not unrestricted browsing.
Hotel knowledge may come from approved files, website content, and Q&A. The assistant uses the hotel’s configured tone, service catalog, languages, and knowledge sources.
Approved filesWebsite contentHotel Q&A
Avelora Bay Hotel · Demo
Text assistant
Could I get two extra towels in room 412?
Please confirm: 2 bath towels to room 412 as soon as possible.
Request summary ready for guest confirmationMultilingual text
Text chat supports multilingual hotel answers, request preparation, confirmation, and conversation history.
Realtime voice
Voice follows the same request-safety rules when enabled, but text and voice are not feature-identical.
Visual Knowledge and Local Concierge
Rich information cards are text-chat features and are not shown inside voice.
Safety and auditability
AI does not silently create staff work. GSM keeps the operational record, hotel limits, and workflow history.
Voice depends on eligibility and hotel configuration.Unconfirmed conversation does not create a staff request.
Voice safety in practice
A changed voice request still pauses at the confirmation boundary.
The conversation can change; staff work remains separate until a guest confirms a clear request.
Avelora Bay Hotel · Demo · Real-time voice
Lucas Bennett · Room 704
Late checkout at 13:00
Actually, make it two if possible.
Updated proposal
Review a late checkout request for room 704 at 14:00.
Guest confirmation boundaryAfter confirmation
Eligible staff request
Assigned · Front Office · Leon WeberAvelora Bay Hotel · Demo · Real-time voice
One firm pillow for room 412
Voice conversation ended before confirmationOperational record
Confirmation incomplete
No staff request createdKnowledge and language configuration
Sources and languages stay under hotel configuration.
These fictional Avelora settings communicate configuration boundaries, not provider claims.
Knowledge sources
- File source
- Avelora guest directory.pdf
- Website source
- avelorabay.example/dining
- Q&A source
- Avelora service answers
- Status
- Configured for the hotel
Guest languages
- EnglishEnabled
- GermanEnabled
- FrenchEnabled
- ArabicEnabled
Avelora Bay Hotel · Demo
AI Assistant FAQ
Clear boundaries stay visible in the answers.
Does the AI create requests automatically?
Not silently. The assistant prepares a request summary, and the guest can confirm it, change the details, or cancel. Only a confirmed request enters the staff workflow.
Does voice work the same way as text?
Text and voice follow the same request-safety rules, but the experiences are not identical. Rich Visual Knowledge and Local Concierge cards are text-chat features. Real-time voice is available when enabled for the hotel and assistant.
Can guests change or cancel a request?
Guests can revise a request before confirmation. After it enters the staff queue, GSM can handle a change or cancellation while the request remains eligible under its status and the hotel’s workflow.
Does GSM integrate with a PMS?
GSM includes integration foundations and supports hotel data workflows, but availability depends on the specific provider and implementation. We describe each integration according to its real production status during the sales process.