So what, what are the biggest challenges when implementing data-driven maintenance? Where do companies typically struggle on the field?

So typically, the biggest challenge is definitely data quality and availability.

So I always compare it with building a house to the foundation in our context is always good quality, contextualized data, and this is the foundation of our house.

And if this foundation is not given or is for the foundation, yeah, minor quality items are used, then our house can look good, but in the end, at some point it will crack, it will fall down, and it cannot s- bring the value that we need it to.

So this is the same for our systems.

We need data in a good quality and available data, and also contextualized data.

Not only individual data points, but data that is within a context.

So looking ahead, where do you see infrastructure monitoring evolving?