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    Value of launched initiatives

    Value of launched initiatives

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    Observatory
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    Data maturity
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    Astronauts
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    Readiness of business data
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    Data driven level business models
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    Data driven level operational models
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    Data driven level human resources
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    Data driven initiative pipelines
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    Value of launched initiatives
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    Readiness of information factory
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    Readiness of data pipelines
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    To which degree the company is able to move beyond pilots to realise the data-driven business ambitions can be tracked by how much value has been realised already.

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    Value realised

    :: Assessing how much value has been already realised within the data-driven ambitions of business domains.

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    Why care about this?

    To move beyond pilots and achieve business objectives at scale, we need to track concrete value that has been realised within business ambitions.

    Value already realised within data-driven ambitions

    13 million APE in 2022

    €0.5 million (attrition avoidance)

    €5 million

    The value created is the ability to properly run basic HR processes and provide basic HR information to management and employees.

    Improved compliance with regulations

    Simplification and efficiency

    This is just the starting point. More work needs to be done to associate value.

    About €0.5 million

    Not yet evaluated

    Qualitative value of improved data consistency - no quantitative values available

    No initiative on that issue so far

    Zero

    0

    0

    0

    We are just beginning and should soon see the delivered value.

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    Better understanding of trends, better anticipation, and better monitoring, even if not perfect

    $1.8 million

    This is an interesting question: how do you evaluate the return from initiatives like D&I transformation? You can measure the scale of transformation, but I'm not so sure about the value. To be discussed...

    Not evaluated - meaning evaluating the additional value of investing in Human Capital for a portfolio of Data & AI business initiatives - or even any initiative (NB: it will be interesting to assess feasibility)

    None so far as not yet launched

    Zero, more about understanding and learning at this stage

    Approximately €200,000

    More qualitative than quantitative

    76 million CHF

    €20 million

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