What we build

AI automation for hotels, from the enquiry to the review

Most of what a hotel loses is lost before anyone arrives and after everyone leaves. The enquiry answered too late, the booking that went through a platform, the review nobody replied to.

Everything around the stay, and the commission it keeps off the booking

AI automation for hotels runs everything around the stay except the stay: answering an enquiry in seconds whatever the hour, recovering bookings that would otherwise arrive through a platform you pay commission on, pre arrival and post stay messaging, coordination between the desk and housekeeping, review handling, and the group and event enquiries that take an afternoon to quote by hand.

It does not run the stay itself. The welcome, the room, the breakfast and the way a complaint is handled at the desk are the product, and none of that is software.

Hotels sit in an unusual position. A large share of demand arrives through platforms that charge for the introduction, and many of those guests looked at your own website first. Everything on this page is either about catching that guest earlier or about giving your team back the hours currently spent answering the same eleven questions.

The week you actually have

No solutions in this section. Count.

Four or more is the normal number

Four or more of those in a week is ordinary for a property of any size, and it is a systems problem rather than a management one. A front desk cannot answer messages at midnight, remember which guest stayed last year and chase reviews while there is a queue in the lobby.

The arithmetic on your own property

No occupancy benchmarks and no borrowed averages. Three sums using numbers you already have.

The first sum is the one that changes the conversation. Commission is a line most owners have stopped looking at, because it arrives as a deduction rather than as a bill.

What gets built, and where a property starts

Almost every hotel starts in the same place, which is the enquiry. A property that answers in seconds at midnight, in the guest's own language, with its own booking link attached, changes its own economics before anything else is built.

Ask before they leave

The single cheapest change available to most properties is asking for the review while the guest is still in the building and happy, rather than three days after they got home to an inbox full of work.

What stays human in hospitality

Hospitality is the one trade where the human part is the product, so the line is drawn generously. Anything that carries warmth, judgement or money stays with your team.

Guests are also told plainly that they are messaging a system when they are, and handed to a person the moment they want one. A property that pretends otherwise gets found out, usually in public.

What changes from one market to the next

A hotel in Karachi, Dubai, Manchester or Toronto has the same week and different rules around it.

When a property is too small for a system like this

Three cases where the answer is not to buy anything yet.

A fourth, less comfortable. If the rooms are not consistently clean and the beds are not comfortable, faster messaging brings more people to a stay they will complain about, and the reviews get worse rather than better. Fix the stay first.

An AI receptionist for a hotel, and the booking it protects

An AI receptionist for a hotel earns its keep on the enquiry that arrives at eleven at night, because a guest who cannot get an answer books the same room through a portal and the property pays commission on a booking it already had.

The property management system is the constraint. Rates, availability and the rules attached to them live there, so the agent quotes from it or it quotes nothing at all. A confirmed rate the system cannot honour is worse than a missed call, because it arrives at the desk as an argument during check-in.

Night coverage, a second language and the request that has to reach a duty manager are the three things worth specifying before anybody quotes. What moves the cost, and what a machine on the line has to declare about itself, is on the AI receptionist page.

What this is competing with, how long it takes, and who is at our end of it

No rate is published on this page, and for a hotel the sensible way to think about the number is the first of the three sums above rather than a software budget. What moves the number is how many channels a guest can arrive on, whether your property management system will let anything read availability, how many languages the enquiry has to be answered in, and who keeps it working in month four. Set that against the commission line for one month multiplied by twelve. That is the figure this is actually competing with, and it is usually the only number in the building nobody has looked at recently.

The audit takes the first week and most of it goes on the channels, because a property that cannot see every enquiry in one place will not answer them in seconds however well the replies are written. One piece is live inside a fortnight and it is the after hours enquiry reply carrying your own booking link, since that is what changes the economics before anything else is built. Pre arrival and post stay messaging follow across month two. Review handling is deliberately later, because a drafted reply is only useful once somebody has agreed who approves it and how quickly.

A property with a capable front office manager can run the pre arrival and post stay messages in-house, and that is often the honest place to start, because writing those messages well matters more than whatever sends them. What is harder to keep on your own team is the enquiry layer across five channels at midnight in more than one language, which is the point at which this stops being a set of templates. Haad, the co-founder who owns growth and client solutions, runs that diagnosis. The nearest published hospitality engagement is Amari Sayulita, a boutique hotel in Mexico, and that work is intent-segmented Google Search rather than front desk automation, which is worth knowing before you weigh it.

Wobble works from Karachi, bills month to month and has 25 engagements across six countries, with no overseas office in any of the markets your guests arrive from. For a hotel that is an argument for building the after hours reply properly rather than a reason to avoid the subject, since the hours nobody is at your desk and the hours nobody is at ours are not the same hours. The property owns the system either way. The guest list, the message history, the templates and the automations sit under your own logins, so if the arrangement ends the midnight reply keeps going out.

Common questions

Will guests know they are talking to a system?

They are told, and they are handed to a person the moment they ask or the moment anything sensitive appears. Guests generally do not mind a fast, accurate answer at midnight. What they mind is a system pretending to be a receptionist and then failing to understand a simple request.

Can this actually reduce what we pay in commission?

It can shift some bookings from a platform to your own channel by getting to the guest earlier, on the channel they were already using, with your own rate and link in the reply. How much room you have to compete on the direct rate depends on your platform agreements, which is a question worth asking before the build rather than after.

Does it connect to our property management system?

Where the system allows an outside connection it does, and room status, arrivals and guest history all become usable. Some systems genuinely do not allow it, whatever the sales page says, and then the design puts a person at the point where the record is committed. That gets checked during the audit.

Can it answer in more than one language?

Yes, and in the markets where guests mix two languages in one message that is the normal case rather than an edge case. Voice notes are handled as well, which matters more than it sounds, because a guest asking for a late checkout by voice at eleven at night is a common request.

Will it reply to our reviews automatically?

It drafts, a person approves. Review replies are published in your name and read by every future guest, and a defensive or clumsy reply damages more than the original review did. The saving is in the drafting and the monitoring, not in removing the approval.

We are a small boutique property. Is this worth it?

The trigger is not the number of rooms, it is whether enquiries are going unanswered outside working hours and whether repeated questions are eating your desk. A property with a dozen rooms and a strong direct following often benefits more than a larger one, because a single missed enquiry is a larger share of the week.

See where this applies to your business

The AI Readiness Call is a short, free conversation about where automation would actually pay back in your business. The call is free. The diagnosis is not.

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