See what's happening in organizations are, two years back, AI was just an experiment. It was just a hypothesis, I'll put it that way. Today, most of the organization have a chief AI officer. 

He mandates the AI roadmap for the organization. So there's a seriousness about AI, about adoption of AI, about making AI successful in the first go. 

I'll put it that way, because that's where the seriousness comes in. At the end you have to make a hefty investment in getting AI, right? 

So the mandate comes from the chief AI officer, the mandate comes from the CIO, right, wherever a chief AI officer is not there. 

But the key thing is, it's no more in that experimentation phase. It is now a serious thing in organizations, backed by funding. Earlier, for an experimentation, you may not get funding, but today, there is funding. 

And you can see that by the adoption of Boomi AI across the organizations, right? That serious funding behind the AI model to scale for it to be a success, right? 

So there is a seriousness. And I think it's now getting, earlier it was an IT thing, but now I see more and more decisions and interest coming from the business side of the organization. 

Wow.