Travel and Tourism: Turning Twenty Years of Itineraries into Your Best Product

Every itinerary your business has ever built is a tested answer to a customer question. Somebody said what they wanted, an experienced person worked out what would actually suit them, it was costed, it was sold, and the customer came back either delighted or not.

Most operators throw that away each season. The brochure is rebuilt, the itineraries are re-planned, and twenty years of accumulated knowledge about what works sits in old files nobody opens.

This article is part of our guide to modernising a legacy business.

What an operator actually knows

Four things, none of them in the brochure.

Which combinations work. Which sequence of places, in which order, at what pace, for which kind of traveller. This is the core skill of the business and it took years to acquire.

Where the margin actually is. Which components are profitable, which suppliers are reliable, which upgrades customers say yes to. Usually spread across a booking system, a spreadsheet and somebody's judgement.

What goes wrong, and when. Which supplier disappoints in August. Which connection is too tight. Which property is wonderful except for the one thing. This is written down almost nowhere and is worth a great deal.

Which customers came back. Joined to what they booked, this tells you which itineraries actually delivered as opposed to which sold well.

The three things worth building

1. A structured record of past itineraries

Not a document store. A structured record: components, sequence, duration, price, customer type, outcome.

Once that exists, a consultant answering an enquiry can find the five closest previous itineraries in seconds, with what they cost and how they went. That is faster and better than building from scratch, and it puts twenty years of institutional knowledge in front of someone who joined last month.

This is the highest-return piece and it is an extraction project. For an operator with a few thousand historic itineraries across a booking system and documents, expect £15,000 to £45,000.

2. A configurator built on what actually worked

The step after. Customers assemble their own trip from combinations the business knows are good, rather than from every theoretically possible permutation.

The difference between this and a generic booking engine is that the constraints come from your experience. Not "these dates are available" but "this pace does not work for this group, and these two places in this order is a mistake in July".

This is the version that sells at three in the morning to somebody who was never going to phone. It is a real build, £40,000 to £120,000, and it is only worth it once the structured record exists to feed it.

3. The supplier reliability record

Unglamorous and quietly valuable. A structured record of which supplier delivered what, when, and what went wrong, joined to what you paid.

Most operators hold this as folklore. Written down, it changes negotiation and it is a form of intellectual property and it protects you when the person who knew retires.

The seasonality problem

Travel businesses have an unusual constraint: there is a period each year when nobody has time for anything, and a period when the people who know the answers are around and available.

Plan the work around that deliberately. Discovery and extraction in the quiet months. Nothing requiring consultant attention during peak. Go live well before the booking season rather than during it, because a system introduced mid-season will be abandoned mid-season.

Getting this wrong is the most common reason travel projects fail, and it is entirely predictable.

What to be careful about

Customer data. Travel bookings contain a lot of personal data, sometimes including health information, dietary requirements and accessibility needs, which are special category data under UK GDPR and subject to stricter rules. See can you legally use your own customer data to train AI.. Retention discipline matters, and most operators hold far more, for far longer, than they have a basis for.

Supplier commercial terms. Structuring your commercial data is useful. Sharing it, or building a product that exposes it, may breach agreements. Check before designing.

Over-automating the consultation. The reason people book through an operator rather than a website is usually that they want somebody to tell them what will work. A system that removes the consultant from the middle of a complex trip removes the thing they were paying for. Use it to make the consultant faster, not absent.

Key Takeaways

• Every past itinerary is a tested answer. Most operators discard that knowledge each season and rebuild from scratch.
• Start with a structured record of past itineraries. It puts twenty years of judgement in front of a new consultant in seconds.
• A configurator built on combinations you know work is a genuinely different product from a booking engine, and it needs the record underneath it first.
• Plan around the season. Discovery in the quiet months, live before booking season, nothing during peak. Getting this wrong is the usual cause of failure.
• Special category data is common in travel bookings, and most operators retain far more than they have a basis for.

Frequently Asked Questions

Our itineraries are all in documents and emails. Is extraction viable?

Usually yes, and it is the same kind of project as any document archive, covered in scanned, filed and forgotten. Itineraries tend to have more consistent structure than general correspondence, which makes extraction more reliable than in most sectors. Run a one-year slice first.

Will a configurator cannibalise our consultants?

If built to replace them, yes, and it will also lose you the customers who wanted the consultation. Built to handle the straightforward enquiries and to prepare a starting point for the complex ones, it increases what a consultant can handle. The design choice determines which you get.

How far back should we extract?

Enough to cover several seasons and recent enough that the suppliers and properties still exist. For most operators five to eight years. Beyond that a significant proportion of the components have changed hands or closed.

We are small, maybe six staff. Is this proportionate?

The configurator is not. The structured record often is, at a much reduced scope, and for a small team the continuity benefit is larger rather than smaller, because more of the knowledge sits with fewer people. Our work with Military Cruise Deals started from a similar position.

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Sitting on years of itineraries you rebuild every season? Talk to Halo Technology Lab. Our AI solutions for travel start with the record, not the booking engine.