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

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.

0

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