And, and kind of give me your perspective on what's happening from an AI adoption perspective.

Yeah.

Yeah, it's interesting.

It was, um...

And I was at a g- a couple conferences earlier this year, and I've been going to them every year, and you could just, honestly, Matt, you could, you could feel the fear in the room because it's like, "Oh, this AI thing, what's happening? Do we have control of it?" And so, you know, I think what's, what's happening is, um, I think that it really kind of starts with shadow AI.

You know, I think employees, uh, are just finding, like, "Hey, I got AI tools.

I can start to use these.

So talk through, like, what do these new offerings actually do To help companies address this.

And kind of give me your perspective on what's happening from an AI adoption perspective.

Yeah.

Yeah, it's interesting.

And I was at a couple conferences earlier this year, and I've been going to them every year.

And you could just...

Honestly, Matt, you could feel the fear in the room because it's like, oh, this AI thing, what's happening? Do we have control of it? And so...

You know, I think what's happening is, I think that it really kind of starts with shadow AI.

So talk through, like, what do these new offerings actually do to help companies address this?

And, and kind of give me your perspective on what's happening from an AI adoption perspective.

Yeah.

Yeah, it's interesting.

It was, um...

And I was at a g- a couple conferences earlier this year, and I've been going to them every year, and you could just, honestly, Matt, you could, you could feel the fear in the room because it's like, "Oh, this AI thing, what's happening? Do we have control of it?" And so, you know, I think what's, what's happening is, um, I think that it really kind of starts with shadow AI.

You know, I think employees, uh, are just finding, like, "Hey, I got AI tools.

I can start to use these.

So talk through, like, what do these new offerings actually do? To help companies address this

And kind of give me your perspective on what's happening from an AI adoption perspective.

Yeah.

Yeah, it's interesting.

And I was at a couple conferences earlier this year, and I've been going to them every year.

And you could just...

Honestly, Matt, you could feel the fear in the room because it's like, oh, this AI thing, what's happening? Do we have control of it? And so...

You know, I think what's happening is I think that it really kind of starts with shadow AI.

So talk through, like, what do these new offerings actually do to help companies address this?

And in my opinion, those are kind of one in the same, but maybe describe both of those because I think we can rely on tech to a certain level and then we have the employees and we have things acting like employees that add this wild card into the mix, right?

Yeah, I think it's a great question.

So probably the best way to start on this, the way we kind of view it, is that I think a lot of people are starting to use OpenClaw and some of these other features to be able to download some of the AI features that they may need for different things.

And so what's happening is that not everybody is aware of what the agent is supposed to be actually doing, right? So what we've done is we actually offered a free tool, it's called an AI skill checker, which is basically just looking at the AI agent and looking at what it's designed to do.

So we put it through a multi-layer kind of security motion, we sandbox it, and then we just let it go and we watch what it's doing behaviorally, and you can just see how it's operating if it's staying within the guardrails.

In like a two-month period of time, Sean, we had like 900,000 scans that we just had done very briefly.

We saw 25,000 that were suspicious and about 3,000 were actually malicious files that were part of those agents that were scanned.

And how does that translate to your customers?

And in my opinion, those are kind of one in the same, but maybe describe both of those because I think we can rely on tech to a certain level and then we have the employees and we have things acting like employees that add this wild card into the mix, right?

Yeah, I think it's a great question.

So probably the best way to start on this, the way we kind of view it, is that I think a lot of people are starting to use OpenClaw and some of these other features to be able to download some of the AI features that they may need for different things.

And so what's happening is that not everybody is aware of what the agent is supposed to be actually doing, right? So what we've done is we actually offered a free tool, it's called an AI skill checker, which is basically just looking at the AI agent and looking at what it's designed to do.

So we put it through a multi-layer kind of security motion, we sandbox it, and then we just let it go and we watch what it's doing behaviorally, and you can just see how it's operating if it's staying within the guardrails.

In like a two-month period of time, Sean, we had like 900,000 scans that we just had done very briefly.

We saw 25,000 that were suspicious and about 3,000 were actually malicious files that were part of those agents that were scanned.

And how does that translate to your customers?