Would you say that complexity has increased over the last few years? Yeah,

complexity definitely increased in the railway infrastructure over the last couple of years, especially regarding data management.

it's currently all the operators also our component providers as we searching for one system which can really help you to manage your whole infrastructure and avoid these silos which are currently a common problem yeah railway systems have evolved from most mechanical and standalone elements to highly digital interconnected networks and also i think that's where also centric connecting with our physical product wants to get in because this introduction of advanced signaling automation and data-driven technologies had added new layers of interaction and independency.

over the last couple of years, month.

And at the same time, this growing demand for transport has made operation more intense and tightly coordinated.

And that's also stakeholders are more involved today.

You have more stakeholders involved, which increases, of course, the organizational complexity.

From a customer perspective, what actually changes for a customer who has this digital asset delivery?