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AI integration

AI that fits how your properties actually run

AI integration and consulting for serviced accommodation, short-let and property businesses. We connect AI agents to your PMS, inbox, CRM and website, train your team, and keep it working. Add it to your website and marketing with us, or start here.

AI tools connected to a serviced accommodation business's booking and guest systems

Who it is for

Operators who already use AI, but whose working week has not changed

  • ✓ Serviced apartment and aparthotel operators
  • ✓ Short-let and holiday-let management companies
  • ✓ Property managers winning and looking after landlord contracts
  • ✓ Existing W4B website and marketing clients who want the next step

The problem

Most operators we speak to have tried AI. Someone uses ChatGPT for listing copy, the PMS has added an AI button, and there is a chatbot trial somewhere. None of it talks to the rest.

The tools are ready. The workflows are not. Guest enquiries still get answered by hand at 11pm, the same facts get retyped into four systems, and the reports still get built in a spreadsheet on a Sunday.

The value is in wiring AI into the systems your business already runs on, with your own property facts and rules behind it. That is the work we do.

What we do

Audit, build, integrate, train and run. You can stop after any step.

Audit what you have

We map your PMS, channel manager, inbox, CRM and website, see where the team's hours go, and rank the AI jobs worth doing first. Some will be quick wins inside tools you already pay for.

Build and connect agents

AI agents wired into your real systems: guest enquiries answered from your own property facts, inbox triage, CRM updates, reports pulled from booking data.

A knowledge base AI can use

Your properties, house rules, SOPs and brand voice written down once, in one place, so every agent works from the same facts.

Approval gates

Anything that sends an email, messages a guest or changes a booking can wait for a person to approve it. You decide where the line sits.

Train your team

Plain-English sessions on the tools we set up, so your team uses them every day rather than once.

Run and improve it

Optional monthly support: we watch the agents, fix what breaks, and add the next job when the first ones are working.

Where we connect AI

The systems an accommodation or property business already runs on.

PMS and channel manager

Booking data, availability and guest records feeding replies, reports and pricing checks.

Inbox and messaging

Enquiries sorted, drafted from your property facts, and sent once approved.

CRM

Contacts kept clean, follow-ups drafted, and corporate or landlord leads tracked.

Website

Guest enquiries answered on your site, and pages written so AI assistants can find and recommend you.

How an engagement works

Every engagement starts with a paid discovery, so you see the plan before any build.

1
Step 1

Paid discovery

Start with the Discovery Pack: a review of your current stack and a ranked list of AI use cases for your business, delivered as a written roadmap you keep.

Stack review Ranked AI use cases Written roadmap
2
Step 2

Build and integrate

We build the first one to three agents and connect them to your PMS, inbox, CRM or website. Fixed scope, quoted after discovery.

Connected agents Knowledge base Approval rules
3
Step 3

Train and hand over

We test with real enquiries and real data, train your team, and leave plain-English notes on how it all works.

Team training Live testing Handover notes
4
Ongoing

Run it, if you want us to

Monthly support to monitor, fix and extend. Or run it yourselves: what we build belongs to you.

Monitoring Fixes Next use cases

What we have built

Work you can check, from our own business and our clients'.

Our own AI operations system

W4B runs on an AI operations system we built for ourselves. Around 50 AI agents handle drafting, monitoring and reporting across the business, each with a written job description and an off switch. How we use it.

The AI Use Case Generator

A free tool we built for operators. Answer six questions about your PMS, pain points and goals and it ranks the AI use cases most likely to help, from a catalogue of 20. Try it.

An AI reservations assistant on a live site

On a serviced-apartment client's website, which we rebuilt in 2026, an AI reservations assistant answers guest enquiries alongside the enquiry forms and the HubSpot CRM we cleaned up for the move.

Joined-up systems for Executive Roomspace

For a corporate housing operator we built a HubSpot CRM of 25,000+ contacts with lead scoring, workflows and 530+ automated emails a month, plus a guest portal across 50+ apartments. That is the groundwork AI agents plug into. Read the case study.

How we use AI ourselves

We run our own business on the approach we sell

Before we offered AI integration to anyone else, we built it for W4B. Our operations system, which we call Nexus, is built on Claude Code, a version-controlled knowledge base and a set of connected business tools. In practice that means:

  • ✓ Agents draft, people approve. Emails, social posts and replies are drafted by AI and wait for a person before anything is sent.
  • ✓ Each agent has one job. Around 50 narrow agents, each with a written job description, a log of what it did, and an off switch.
  • ✓ One source of truth. Client notes, processes and decisions live in a single knowledge base that every agent reads from, so they work from the same facts.
  • ✓ Connected to real tools. Agents read from and draft into the inbox, CRM, calendar and website, rather than living in a separate chat window.

It has not all worked first time. We have switched agents off when they produced noise rather than value, and that shapes what we recommend to clients: start with one or two jobs that matter, measure them, then add more. We publish more of what we learn as field notes through McCrow Labs.

Common Questions

Questions we get asked

About AI integration for accommodation and property businesses.

Do I need to be a W4B website client?

No. Many operators come to us for a website and add AI later, but you can start with AI on its own. If we also run your website or marketing, the agents can plug straight into the work we already do.

Which systems can you connect AI to?

Most PMS and channel managers used in UK serviced accommodation have an API, including Guesty, Hostaway, Uplisting, Beds24 and Hospitable. We also work with inboxes, HubSpot and other CRMs, and your website. Discovery confirms what your stack allows before you commit to a build.

Which AI models do you use?

Established models from the main providers, including Claude and GPT. We choose per job, and we build so that a model can be swapped later without starting again.

Will AI talk to my guests without anyone checking?

Only where you want it to. We set approval gates on anything that leaves the business, such as replies to guests, emails to landlords or booking changes. Many operators start with drafts a person approves, then loosen the rules once they trust the output.

What does it cost?

Discovery is a fixed £497, credited in full to any build or retainer started within 30 days. Builds are quoted after discovery because they depend on your systems and the jobs you choose. Monthly support is optional.

Do I need technical knowledge?

No. We handle setup, integration and maintenance, and we train your team in plain English. If you can use email, you can use what we build.

Start Your Growth Journey

Find the AI jobs worth doing first

Start with a Discovery Pack: a stack review and a ranked AI roadmap for your business, £497, credited in full to a build or retainer started within 30 days.

Free analysis · No obligation · Delivered within 2 working days