Industry
Travel & Hospitality
The assistant is becoming the booking interface.
Travel research increasingly ends inside an AI answer, which threatens to reduce operators to inventory behind someone else's interface.
The friction
Where the hours actually go.
Direct traffic erodes
Research that used to reach your site now resolves in an AI answer or an aggregator.
Enquiries arrive around the clock
Across time zones, in multiple languages, outside any reasonable staffing pattern.
Pre-arrival questions repeat endlessly
Parking, check-in times, accessibility, dietary requirements, transfers.
Guest preferences are not retained
Returning guests are treated as strangers because the information never left last time's booking.
The opportunity
What we would build, and in what order.
Sequenced by return, not by how interesting the technology is.
- 01Customer Operations
Answer and book directly, any hour
Availability, rates, amenities and policy answered from live systems in the guest's own language, with booking completed directly.
- 02AI Search Visibility
Defend direct discoverability
Structured, machine-legible property and service information so AI answers can cite you rather than only the aggregator.
- 03Workflow Automation
Run pre-arrival properly
Requirements, transfers and preferences collected before arrival and passed to the teams who act on them.
- 04Business Intelligence
Remember returning guests
Preference and history carried forward so a repeat guest is recognised without anyone remembering manually.
Sector constraints
What we design around in this industry.
These are not caveats added at the end. They shape the scope from the first workshop.
- Rates and availability are always quoted from the live system, never inferred
- Accessibility and dietary requirements are routed to staff for confirmation — a wrong answer here is a safety issue
- Payment is handled by your payment provider, never conversationally
The system
What this looks like running in travel & hospitality.
A worked example, sized for a business of this shape.
- Enquiries this week
- 1,120
- Answered out of hours
- 684
- Direct booking share
- 47%
61%
was 31%
| Enquiry | Language | Asked about | Outcome |
|---|---|---|---|
| 23:40 arrival | German | Availability and rate | Booked direct |
| 02:15 arrival | English | Late check-in and parking | Resolved |
| Pre-arrival | French | Step-free access | To staff |
| Pre-arrival | English | Severe nut allergy | To staff |
Rates and availability are always quoted from the live system. Accessibility and dietary requirements route to staff for confirmation — a wrong answer there is a safety issue.
Playbooks
Detailed implementations for travel & hospitality.
Each one carries a concrete scenario, what gets built, the metric that tells you it worked, and the boundary that stays with a person.
The assistant is becoming the booking interface.
Travel & Hospitality · what is actually changing
Questions from this sector
Fair challenges.
Will this feel impersonal?
It depends entirely on what you point it at. Used on logistics it buys staff time for the interactions guests actually remember. Used on hospitality itself it reads exactly as badly as you would expect.
Is it worth it for a single property?
Often the pre-arrival and out-of-hours enquiry handling alone justifies it, because those are the gaps a small team genuinely cannot staff. The broader programme is usually a multi-property question.
Is this your business?
The assessment takes eleven questions and scores where your opportunity actually concentrates. It runs in your browser and shows its arithmetic.
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