And how are Aviva and IFS, how are you connecting industrial intelligence with enterprise execution to turn data into faster, more informed operational decisions? Tell me a little bit more about that and that relationship.

Yeah, so if we look back over the last decades, there's been a lot of investment in these point-level type solutions to do operational technologies, maintenance technologies, maintenance execution technologies, capital planning software solutions.

And it's clear those investments are paying off and they have a fundamental return.

Those investments will continue as we go forward.

But what we're also seeing is that over the last five years, the cost of downtime has increased in industry by 60%.

And we have to look no further than the reality that 40% of our industrial assets are operating beyond their intended life and designed life.

And so what that tells us is that we've got to do more.

So where are you seeing industrial AI really delivering measurable value?