And my first question for you is, uh, how do you see the role of AI of today?

So in my opinion, AI these days is everywhere.

Uh, whether you go from, uh, industry into manufacturing, engineering, or even the way we process foods, it's everywhere.

That said, to me, in the cath lab and also in interventional cardiology, uh, by itself I think we are already implementing AI, and I would even take that one step back from the cath lab to even prevention.

If you look these days at how we screen patients for coronary artery disease using, for instance, CTA, in which we now have a multiplicity of, of, of vendors offering really cool software solutions to get automated AI-based block quantification, uh, physiology, even without minim- uh, minimal, uh, operator input.

That's, that's a great example on how AI can be used to, to guide decision-making, to guide risk stratification, and to guide even, uh, complex PCI.

Within the cath lab, I think we are, uh, on the verge of integrating a lot of AI-based technology.

And, uh, how could we prepare to, for this time of, uh, full AI integration?