Group travel · Lisbon, Portugal · Operations

A conference proposal in half an hour, not a day

Ines is a freelance travel planner in Lisbon. Companies send her their conference groups, from twenty to two hundred people.

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The challenge

Each new request lands in a shared Excel sheet. Ines then spends a whole day finding hotels near the venue, checking ratings and walking times. Clients want a proposal within hours. Last month, she lost two groups to a big agency that answered first.

How the flow works

With xMap Flows, Ines built Tempo. Tempo is an AI employee: a flow of 8 blocks.

  1. When a client adds a request to the sheet,

    A client adds a request (Microsoft Excel 365 event)

  2. Tempo draws a fifteen-minute walk around the venue,

    15-minute walk (Travel area)

  3. finds the hotels inside it,

    Hotels inside it (Nearby places)

  4. keeps the ones rated four or more,

    Rated four or more (Filter)

  5. picks the best ten,

    The best ten (Sort and limit)

  6. writes the proposal,

    Write the proposal (xMap LLM)

  7. lets Ines check it,

    Ines checks it (Approval)

  8. and sends it from her own address.

    Send it to the client (Microsoft Outlook)

What it solves

The result

On Wednesday at ten, a bank adds a group of one hundred and forty for a conference in Belem. By half past ten, Ines has checked the proposal: nine hotels within a fifteen-minute walk, all rated four or more. The bank books by lunch.

Ines still works alone. She just answers like an agency of twenty.

30 minfrom request to proposal
9hotels within a 15-minute walk
140guests booked by lunch

An illustrative scenario: the figures are modelled to show what the flow produces, not a customer's results.

The flow, block by block

  1. 1

    A client adds a request

    Microsoft Excel 365 event · Excel event

    Starts the flow when something happens in Microsoft Excel 365: a new record, a message, a change.

  2. 2

    15-minute walk

    Travel area

    The area you can reach within a travel time (15 minutes by car) or a distance by road (10 km), on foot, by bike or by car, from each incoming place or from places you pick.

  3. 3

    Hotels inside it

    Nearby places

    Places around a point from xMap’s own places database (300M+ places, refreshed every month): pick the types of place (more than 5,000, such as Restaurant, Cafe, Pharmacy, Hospital or Gas station, or a whole group of them) and how far to look.

  4. 4

    Rated four or more

    Filter

    Keeps only the items that match a rule.

  5. 5

    The best ten

    Sort and limit

    Puts the items in order, and can keep only the first ones: the 10 best rated, the 20 nearest, the highest fit scores.

  6. 6

    Write the proposal

    xMap LLM

    Tell the AI what to do in plain words.

  7. 7

    Ines checks it

    Approval

    Stops the run until someone says yes.

  8. 8

    Send it to the client

    Microsoft Outlook · Outlook

    Runs an action in Microsoft Outlook.

Templates to build it

Ready-made flows with the same blocks. Open one, change the city and the kind of place, and run it.

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