I wanted to understand from you what happened in the last year or so, because I know we also had internal platforms before.

Yeah, definitely.

I think it's a really interesting journey also for me personally.

I remember when the whole AI, agentic engineering hype really started to hit us also in Dynatrace.

I remember that the first thought was, How can we use AI to improve the platform? So we had a whole bunch of platform use cases, as you mentioned, abstracting the complexity away from people so that they don't have to know all of the stuff.

And we knew we had a long list of use cases and journeys that we wanted to support, but we never get around to actually build that for them.

So investing in a platform is a lot of effort.

Do you see, because you mentioned we have UIs for certain things, do you see a trend away from UIs? Because why would you need to build an UI for everything if you can just ask your agent and then the agent figures out how to best present the data to you?