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Mobility industry

WhatsApp for transport and mobility

Travellers have their questions on the platform, not during your ticket office's opening hours. Mobi, Sandra's mobility agent, answers on WhatsApp and on your website using real-time public transport data: timetables, flights, the next leg of the journey, shared bikes and cars, in each traveller's language. Your own data can be added if needed.

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Un voyageur consulte son smartphone sur un quai, à côté d'un tram
Sandra Industries
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The problem

Questions come on the move, answers are scattered

People ask the way standing up, in a hurry

On a platform, leaving a terminal, outside a hotel: the traveller has a phone, one free hand and a few minutes. They will not dig through a website or an FAQ for long.

Every service has its own app

Timetables, disruptions, flights, bike sharing, car sharing, car parks: the information exists, but it is spread across websites and apps the visitor has not installed.

Not everyone reads the local language

Tourists, cross-border commuters, conference delegates: signage or a hotline in a single language leaves part of the public without an answer, and your front-desk teams absorb the difference.

The journey

Before departure, on the way, on arrival

Three moments of the same journey, one conversation, no app to install.

1

Plan the journey

The traveller types the question as they would ask it at a front desk. Mobi queries public transport data in real time and replies with an up-to-date route.

Natural-language question, on WhatsApp or on the website
Timetables and connections read live
Answer in the traveller's language
2

Support them on the way

A delay, a platform change, a missed connection: the conversation stays open, and the traveller asks again whenever they need to.

Next leg recalculated on request
Alternatives offered: bike, shared car, another line
Handover to an adviser in the Sandra inbox
3

Guide them on arrival

A QR code on existing signage, a link in the booking confirmation or on an event badge: the first question is asked before anyone goes looking for a desk.

QR code and pre-filled WhatsApp link
Last mile to the hotel or venue
CO₂ estimate for the journey, depending on connected sources
Who it is for

Four settings where a mobility agent saves time

Transport and shared mobility operators

Timetables, fares, disruptions and vehicle availability, available in a conversation rather than in yet another app.

Destinations and tourist offices

A reliable answer on how to reach a place, alongside the visitor information you already publish.

Hotels and serviced apartments

Arrival, departure and day trips planned with the guest, on the WhatsApp number they already use for their stay.

Airports, stations and major events

Flight status, then the onward journey by public transport: guide a flow of visitors in several languages, without adding kiosks or staff.

Case study · Mobility

Mobi, Sandra's mobility agent, used by Ridolo

Ridolo uses Mobi to answer travellers on web chat and on WhatsApp. Mobi queries Swiss public transport data, flights and shared bike and car offers in real time, aggregated by an MCP server, and estimates the CO₂ emissions of each journey. Ridolo did not have to build an agent or a channel.

Web chat and WhatsApp
The same agent answers on the website and in WhatsApp. Nothing for the traveller to install.
Trains, trams, buses and flights
Live Swiss public transport timetables and flight information, right in the conversation.
Bikes, cars and CO₂
Shared mobility options nearby and an emissions estimate for every journey.
Configuration d'une requête API dans Sandra : authentification, URL d'endpoint et correspondance des champs JSON
Integrations

The agent relies on real data, not on guesswork

Real-time public data

Timetables, disruptions, flight status, shared vehicle availability: Mobi reads public transport data in real time, not a static copy.

One MCP server for every source

An MCP server aggregates and manages all the data. Your own sources, such as internal timetables, offers or points of interest, are added to public transport data via MCP or API.

QR codes and WhatsApp links

On existing signage, tickets, booking confirmations or badges: one scan opens the conversation, with no extra hardware.

Inbox and human handover

When a question falls outside the agent's scope, the conversation passes to your teams in the Sandra inbox, with the full history.

What we have learnt

A mobility agent is only as good as its sources

State the scope rather than promise everything

Coverage depends on the connected data. An agent that says clearly what it knows, and points elsewhere for the rest, earns more trust than one that improvises.

Separate live data from estimates

A timetable read in real time and an emissions estimate are not presented the same way. The conversation says so, and every answer remains verifiable.

Other industries

The scenarios change from one business to the next. The mechanics stay the same.

What if your travellers wrote to you?

Thirty minutes to see how a mobility agent would answer on your network, your destination or your event.