I think there's a lot of people who start out not knowing what it

is.

And just like you said, I probably heard the word in business school, in law class or something, but never really paid much attention to it.

You know, I was trying to figure out what this new world was for me.

Early on, I loved all the stuff that we were doing.

I thought it was a very cool space.

But I also looked around and I saw a lot of room for improvement, room for innovation.

That's a big lift.

I mean, Chris, how do you see AI playing a role in making sure that we can achieve these infrastructure projects more efficiently?

So I think, you know, you're right.

Construction has typically been seen as a laggard in the digitization adoption as far as industries.

I think we've all seen that McKinsey report that showed construction as far as digitization at the very bottom, I think right around farming and agriculture.

But I think that report is probably like 10, 15 years old now.

Things have changed quite a lot.

A lot's changed in 15 years.

And large language models can make much better sense more effectively when they're working with structured information.