Roamtime

AI transformation consulting · Ready-to-use products for travel

We build AI for travel.
Including yours.

Roamtime is an AI consulting and product company for the travel industry. Two of our products are in market today — a foliage timing forecast and a customer-service agent — and the team that built them plans and builds AI transformations for travel businesses like yours.

Start today with a product

A foliage forecast for your itineraries and search, or an agent that answers your customers in their language. Both are live now.

See both products →
Build your own with us

We find where AI pays off in your business, then design, build and integrate it with your team — from a first assessment to production.

How we work →

Products

Two products. Ready today.

Each one started as a hard problem in travel and shipped as something a business can plug in. They are also the clearest proof of what we can build for you.

Travel timing · for platforms and travelers

Roamtime Foliage

2026 season live

Autumn foliage peak forecasts for 686 spots across Japan, each with a viewing window, a confidence in days and the nearest rail station. Delivered as a free public preview, a keyed REST API and an MCP server that lets AI assistants answer "when should I go?" with a real forecast.

686
forecast spots across Japan
18 yrs
of observed peaks in calibration
±days
confidence on every window
19
UNESCO World Heritage sites
Kyoto · Arashiyama

Tenryū-ji temple gardens

Before season
Predicted peakNov 23 – Dec 5
Confidence± 3 days
Nearest railSaga-Arashiyama · 0.9 km
  • Peak window, status and error bar per spot, refreshed daily through the season
  • REST API for search ranking, itinerary builders and seasonal marketing
  • MCP server for Claude, ChatGPT, Cursor and custom agents
AI customer service · for travel businesses

Roamtime Agent

New

An AI agent that answers your customers on Messenger, LINE, WhatsApp and more — from your own catalog, prices and policies, in their language, at any hour. When a conversation needs a person, it hands over to your team at exactly the right moment.

24/7
answers in your customers' time zone
7+
languages, matched to the writer
8
messaging channels, one agent
0
invented prices — every number is yours

Example conversation · Kaede Travel on Messenger

Customer

Hi! Do you have a Kyoto autumn-leaves trip in November for 2 adults? How much?

Kaede Travel

Yes! Our Kyoto & Arashiyama Autumn Leaves tour (5 days) departs on 14 and 21 November. For 2 adults it's USD 2,300 in total, with hotels, daily breakfast and a local guide included.

Customer

Perfect. Can we book the 14th?

Handed to your team · booking request → Mei, Sales · notified instantly

  • Answers only from your catalog, price sheet and policies — never from the open internet
  • Chinese, Japanese, English, German, French, Malay and more, picked per customer
  • Your rules decide what it handles and what goes to a person

Consulting

AI transformation, from plan to production.

Most travel companies know AI matters and don't know where to start. We help you decide where it pays off, then build it with your team — the same people who built our products run your engagement.

Assess

We map your operations — enquiries, bookings, content, pricing, operations — and find the use cases where AI returns the most for the least risk. You get a costed roadmap, not a slide deck of possibilities.

Build

We design, build and integrate: custom agents on your channels, forecasting on your data, pipelines into the systems you already run. Prototype first, then production, with your data staying yours.

Run and hand over

We monitor quality, measure the results against the roadmap, and train your team until they own it. The goal is a capability inside your company, not a dependency on ours.

We've shipped it ourselves

Advice from people who have taken AI products from an idea to paying customers, and who carry the same standards into your project.

Travel is where we focus

Seasonality, multilingual customers, thin margins, and booking systems that predate the web. We know that terrain best — and the same methods work for any business that answers customers every day.

English and Chinese, natively

We run projects in English and Chinese, for businesses serving travelers from Asia and beyond. The agents we build speak whatever languages your customers do.

How we work

Small steps, each one paid for by the last.

Every engagement starts short and ends with something running. No phase begins until the previous one has shown a result you can measure.

  1. 01

    Discover

    Interviews with your team, a look at real conversations and data, and a shortlist of use cases with an honest estimate of value and effort.

  2. 02

    Prototype

    A working version of the highest-value use case on your own data, tested with your staff before any customer sees it.

  3. 03

    Ship

    Integration with your channels and systems, evaluation in place, and a rollout your team controls.

  4. 04

    Hand over

    Documentation, training and a monitoring routine, so the capability lives in your company after we leave.

Team

Built by scientists and engineers who have shipped at planetary scale.

Roamtime is a small team of applied scientists and engineers with backgrounds in forecasting, machine learning, large-scale data systems, and consumer products — the people you will actually work with.

Our team comes from

Applied science

Phenology and climate modeling, time-series forecasting, calibration against observed ground truth.

Engineering

Edge-served APIs, reproducible data pipelines, and products used by hundreds of millions of people.

Product

Multilingual editorial and design, built for the inbound traveler and the platforms that serve them.

Put AI to work in your business.

Start with a product this season, or talk to us about building your own.

Talk to Roamtime

Tell us about your business and what you have in mind. We'll reply by email.

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