Why do you think so many employees are turning to AI tools outside of company policies?

Yeah, I think even in your question, so I think, sorry, I think shadow AI, it's, it's interesting because it is like sometimes framed as a, like a, a person or a people behavioral problem or like a governance issue.

But I think, um, I'm going to go with sometimes, uh, it's telling you something about the environment people are working with.

So people are being asked to move quickly.

Uh, but the process is slow.

The policy is unclear.

You have to go through five different systems to do something that's relatively simple.

Do you feel that the security like traditional security training is still enough? Or do you think organizations need to rethink about how they engage their employees to make better decisions from a security perspective?