Customer Support and Voice AI
AI receptionist for small business: calls, bookings and handoffs
What an AI receptionist does on a real call, the rules that apply, a sample greeting and a pass/fail checklist to launch one safely.
Front Line
AI Multilingual Support for Hotels & Hospitality
International guests are answered in their own language before arrival and during their stay, while a lean front desk keeps up.
International guests expect quick answers in their own language, whether they are planning a stay or already in the room. This agent handles pre-arrival questions, in-stay requests, booking changes and upgrade offers in the guest's language, reading reservations from your property management system. Your front desk keeps the warm conversations, and every answer comes from one knowledge base you approve.
- Guests answered in their language before and during the stay
- Reservations read from your property management system
- Approved upgrade offers made at the right moment
$7,400
20–30 working days
Optional maintenance $370/mo
What it is
AI Multilingual Support for Hotels & Hospitality answers guests in the language they write in, from pre-arrival questions to in-stay requests, upgrade offers and review replies. It reads reservations from your property management system, follows your approval rules, and draws every answer from one knowledge base.
Why businesses buy it
Hotels with lean front desks cannot staff every language guests arrive with, and slow or unclear replies show up in reviews. Every unanswered pre-arrival message is also a missed chance to sell an upgrade or a late checkout. After launch, guests get fast, accurate answers in their own language, requests are logged for the right team, and your staff focus on guests in front of them. The Scope Card lists the channel, languages and systems in writing before you order, so you know exactly what it handles.
Problems this solves
International guests message in languages the front desk cannot read
The agent answers guests in the language they write in, from pre-arrival questions to in-stay requests. A lean front desk can serve every guest without a translator on shift.
Pre-arrival questions go unanswered until the guest checks in
The agent reads reservations from your property management system, so answers match the guest's booking. Arrival times, parking and amenities are covered from one approved knowledge base.
Upgrade offers and review replies are rarely sent
The Hotels & Hospitality template includes upgrade offers and review replies, sent within your approval rules. Each one reaches the guest in their own language.
A good fit if
Guests from many countries message before arrival about parking, check-in times or dietary needs, and the front desk answers between check-ins.
In-stay requests such as extra towels or a late checkout arrive in several languages and get lost between shifts.
You would offer more upgrades if someone had time to check availability and reply in the guest's language.
Your property management system has an API, and guests already reach you on WhatsApp or through Zendesk.
Not the right fit if
Most guests phone the front desk rather than message. See AI Voice Receptionist for Hotels & Hospitality.
Your guests share one language and WhatsApp is your only channel. See WhatsApp AI Support Agent for Hotels & Hospitality.
Online review replies are the only gap. See AI Review Response Agent for Hotels & Hospitality.
Handling complaints during a stay is the real problem. See AI Customer Complaint Agent for Hotels & Hospitality.
How it works
- A guest messages in their own language on your chosen channel, usually WhatsApp, and the reservation is found in your property management system from their name or booking reference.
- Pre-arrival questions are answered from your approved hotel information, written once: check-in times, parking, facilities, dietary options and house rules.
- In-stay requests are logged where your team works, as a Zendesk ticket or a note on the reservation, in your staff's working language.
- Upgrade offers follow the Hotels & Hospitality template. Only room types and prices you approved are offered, and only when the property management system shows them free.
- Review replies are drafted in the reviewer's language for a manager to approve and post.
- Low-confidence questions, and any guest who asks for a person, are handed to the front desk with a summary attached.
What you provide within 72 hours
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
- API access to your property management system, with a test property or test reservations if available, and Zendesk admin access.
- Your hotel information in one language: check-in rules, facilities, parking, dining and house policies.
- Your upgrade rules: which room types, at what price, and who approves exceptions.
- Ten real guest messages, covering pre-arrival questions and in-stay requests.
- Front-desk hours and who takes over when a guest asks for a person.
- Keys and admin logins for the property management system and Zendesk, shared securely, never by email.
- One decision-maker who approves guest-facing wording.
- A rough count of your current help articles, FAQs and saved replies, so we can check there is enough source content to answer from.
- An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.
Timeline
Start
Intake verified; channel, languages and upgrade rules agreed.
Weeks 1–2
Guest knowledge base and hotel workflows built.
Week 3
Property management system and Zendesk connected and tested.
Weeks 3–4
Fifty guest scenarios run, from pre-arrival to checkout.
Week 4
Front-desk review; two rounds of changes.
Go-live
Live with guests; recorded 60-minute handoff; support starts.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $7,400 |
| Express | 15–25 working days | $8,500 |
| Rush | 10–20 working days | $9,600 |
What you receive at handover
- The Hotels & Hospitality multilingual agent on one agreed channel, linked to your property management system
- Hotels & Hospitality intent library and workflow templates for pre-arrival, in-stay, upgrades and reviews
- Up to six workflows with your approval rules and up to two connected systems
- Test report built on 50 documented hotel scenarios
- Admin guide, recorded 60-minute handoff session and 30 days of post-launch support
Expected benefits and how to measure them
- Guests can feel looked after in their own language before they arrive.
- Front-desk staff can focus on guests standing in front of them.
- Upgrade offers can reach more guests at the right moment.
- Pre-arrival reply time
- Compare first reply time on pre-arrival messages for four weeks before and after launch.
- Upgrade offers accepted
- Count accepted upgrades recorded in your PMS each month. Compare the quarter before and after launch.
- Review reply rate
- Check the share of reviews with a reply on your main platforms, before and after launch.
Before you start: Record a month of guest messages by language with reply times, plus upgrade acceptances and review reply rate.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
You pay for the build once. After that, AI model usage and hosting cost roughly $50 to $250 a month in your own accounts, on top of your property management system and Zendesk plans. Busy seasons with full occupancy sit toward the upper end.
WhatsApp conversation fees go to your own WhatsApp account, and so does any usage during testing.
Ask about running costsCustom requirements
Several properties with different rules, a channel manager connection on top of the property management system, or a second guest channel needs a written Change Quote. Add a checkout note and we send it to you.
Request a custom versionKeep it running
Optional monthly maintenance covers monitoring, fixes, model and platform updates, a monthly health report and monthly change hours for seasonal menus, new packages or revised upgrade prices. It starts after the post-launch support period, bills monthly and can be cancelled any month.
$370/mo (5% of the build price a month, includes 3 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance worksHow this compares
| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A hotel messaging platform bills per room each month | A multilingual reservations service bills per agent | Ours is one fixed price, shown on this page before you buy |
| Reservation context | Depends on the platform's PMS integrations | Staff look it up by hand | Ours reads the reservation from your property management system |
| Upgrades | Fixed upsell templates | Only when staff have time | Ours offers only approved room types that are free |
| Delivery | Set-up weeks plus template tuning | Weeks to staff and train | Ours has a fixed delivery time shown before you buy, with faster options |
Questions about this product
Can the hotel multilingual agent answer guests on WhatsApp?
Yes. WhatsApp is a common choice for the one channel in this build, because many international guests already use it. Messages are answered in the guest's language, and conversation fees are billed to your own WhatsApp account. Adding email or web chat as well uses the matching channel add-on.
How do in-stay requests reach housekeeping or the front desk?
They are logged in the system agreed at intake, usually as a Zendesk ticket or a note on the reservation in your property management system, written in your staff's working language. The guest gets an acknowledgement in their own language. Your team completes the request and closes it as they do today.
Will AI Multilingual Support for Hotels & Hospitality offer room upgrades?
Yes, inside the rules you set. It checks your property management system for the room types you approved, offers them at your agreed prices, and only when they are free for the guest's dates. Anything outside those rules, or a request for a discount, goes to the person you named to approve it.
Does the hotel edition post review replies on its own?
No. Review replies are drafted in the reviewer's language from your approved tone and facts, then a manager approves and posts them. That keeps public replies under your control. If replying to reviews is the only thing you need, AI Review Response Agent for Hotels & Hospitality is the narrower option.
How are guest languages chosen and checked for the hotel edition?
At intake, from the markets your guests come from, and the agreed list is written on your Scope Card. Each further language is added with the Additional Language Pack. If you want a fluent reviewer to check one language's replies before launch, the Localization QA Pass covers that.
What is the delivery time and price for the hotel multilingual edition?
One fixed price covers the whole build and is shown on this page before you buy, with express and rush delivery listed beside it at a set extra cost. All three include fifty documented guest scenarios run before launch, two rounds of changes, a recorded 60-minute handoff and 30 days of support afterwards.
Can one build cover a group of hotels?
Yes, with an add-on. The standard build is set up for one property's rules and information. The Multi-Location Setup add-on configures it for several properties or branches. If each property runs a different property management system, that is quoted separately as a Change Quote.
Guides on this topic
All guides Every guest answered in their language, without adding a shift.
Order the hotel edition and every guest is answered in their own language, before arrival and during the stay, without adding a shift to the rota.
Works well with
Reviews & Reputation
AI Review Response Agent
Drafts on-brand replies to Google and platform reviews for approval.
Inbound
AI Voice Receptionist
Answers calls, handles common questions, takes messages and transfers callers.
Translation & Localization
AI Translation Agent
Translates content with your glossary and tone rules.