Appliance manufacturing · Delhi, India · Data & research

Coolers in the shops four days before the heat

Ananya plans stock for one of India’s biggest air cooler makers, from its warehouse outside Delhi.

Listen to the story:

The challenge

When a heatwave hits, every dealer wants coolers on the same day. Ananya sends stock by last year’s sales, so shops in crowded colonies run out while quieter towns sit full. Trucks take three days, and a sold-out week is a lost season.

How the flow works

With xMap Flows, Ananya built Oracle. Oracle is an AI employee: a flow of 7 blocks.

  1. Every morning at six,

    Every morning at 6 (Schedule)

  2. Oracle takes her three hundred dealers,

    Her three hundred dealers (My data)

  3. checks the next ten days at each one,

    Ten days ahead at each (Weather forecast)

  4. keeps the dealers facing a heatwave,

    A heatwave coming (Filter)

  5. counts the people living around each,

    People within 3 km (Demographics)

  6. works out the coolers to send,

    Coolers to send (Calculated field)

  7. and adds them to the truck plan.

    The truck plan (Microsoft Excel 365)

What it solves

The result

Today, Oracle sees forty-six degrees coming to east Delhi next week. Dealers in Laxmi Nagar, with six hundred thousand people around them, get six trucks now, four days before the heat. Last year, those shops sold out in two days.

Ananya used to chase the heat. Now her trucks get there first.

6trucks sent before the heat
600kpeople around the busiest dealers
4 daysahead of the heatwave

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

    Every morning at 6

    Schedule

    Starts the flow on a timetable.

  2. 2

    Her three hundred dealers

    My data

    Brings in a table you uploaded or a list you saved on the My data page: your stores, customers, target accounts or sites.

  3. 3

    Ten days ahead at each

    Weather forecast

    The weather forecast (Open-Meteo, from national weather services) for up to 16 days: temperature, rain, wind and UV.

  4. 4

    A heatwave coming

    Filter

    Keeps only the items that match a rule.

  5. 5

    People within 3 km

    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).

  6. 6

    Coolers to send

    Calculated field

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

  7. 7

    The truck plan

    Microsoft Excel 365 · Excel

    Spreadsheet software by Microsoft

Templates to build it

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

Learn how it works

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