S&OP Process Automation

    2019–2021
    S&OPFORECASTING

    Matching vehicle supply to customer demand, without the monthly spreadsheet ritual.

    Client

    Cluno

    My role

    Senior Product Manager

    Year

    Mar 2019 – Nov 2021

    Stack

    S&OPSupply chainFleet planning

    Categories

    S&OPFORECASTING

    The problem

    A car-subscription business lives or dies on whether the right vehicles are available when customers want them. Get it wrong in one direction and capital sits idle on a lot; get it wrong in the other and you turn customers away. Doing that planning by hand each cycle does not survive growth.

    What I built

    • Automated the sales & operations planning cycle instead of rebuilding it in a spreadsheet each period.
    • Connected vehicle supply and availability to actual customer demand signals.
    • Fed it into the wider supply-chain and logistics automation across the fleet.

    The outcome

    Supply planning became a system rather than a monthly ritual — part of the lean operations engine behind the subscription fleet.

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