Family clinics · Bangkok, Thailand · Site selection

The next clinic, where the people are

Ploy leads expansion at one of Bangkok's biggest family clinic chains. The board wants five new clinics next year.

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The challenge

For every site, her team spends two weeks on spreadsheets and visits. Who lives nearby? How many clinics already compete? The answers are always out of date. The last clinic opened in a street full of offices: busy at lunch, empty every evening.

How the flow works

With xMap Flows, Ploy built Atlas. Atlas is an AI employee: a flow of 6 blocks.

  1. Whenever her team adds a possible site,

    A new site to check (New rows)

  2. Atlas draws everything within fifteen minutes by car,

    15 minutes by car (Travel area)

  3. counts the children and older people living inside,

    Who lives there (Demographics)

  4. finds the clinics already there,

    Clinics already there (Nearby places)

  5. works out how many people each clinic serves,

    People per clinic (Calculated field)

  6. and sends the board a report the same day.

    Site report for the board (Make a report)

What it solves

The result

This month her team tested twenty-two sites, not four. In Bang Na, two hundred and ten thousand people live within fifteen minutes, one clinic for every nineteen thousand. That site went to the board on Monday and was approved on Friday.

Ploy stopped guessing where people live. Now she opens where they need her.

22sites tested, up from 4
1 dayfrom idea to board report
19,000people per clinic in Bang Na

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 new site to check

    New rows

    Starts the flow when new rows appear in a Google Sheet or in a table in My data.

  2. 2

    15 minutes by car

    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

    Who lives there

    Demographics

    Who lives in an area: the number of residents, men and women, and nine age groups, from xMap’s population grid (hexagons of about 0.1 km², about 100 countries).

  4. 4

    Clinics already there

    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.

  5. 5

    People per clinic

    Calculated field

    Adds fields worked out from the others: a number, a text or a yes/no.

  6. 6

    Site report for the board

    Make a report

    Turns the items that reach it into a clean PDF report with your logo and colour: the summary an xMap LLM block wrote for the whole list, the figures, charts of kinds and cities, a map and the list.

Templates to build it

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

Industries

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