Brian Maucere

I just want to call this out.

Okay.

So if you're looking at the screen, I'm going to go through it.

But I worked in business intelligence prior to the job that I'm at right now.

I worked in the BI field.

And all that's to say is I worked a lot with data, data analytics, data governance, all the things, right?

Data, data, data, data.

And of course, that helped me out quite a bit when I got to this AI boom that we had.

Because I had that three, four years backing to it.

And this is these four steps.

And I'm going to talk about it if you're just listening to us, is really the same when you think about what we're talking about, like the molt bots or the open clause and all the things, right?

Agents doing things for you.

So real quick background is we would have companies that come to us.

We worked with a lot of ports, like cruise ports and like shipping ports, right?

Around the world, around the US, I should say.

And so anyway, they would come to us with very, very big, you know, data needs, right?

You can imagine everything from logistics.

It's a whole thing.

And so oftentimes you would have somebody come to my former company and they would basically at that time, this is like 2017, they'd be asking for essentially machine learning.

We want machine learning capabilities.