Yes, thank you, Samad. I appreciate the question. So, I highlighted not just on this call, I think we shared with you our journey when it comes to AI for the past three years, this has been a strong and leading pillar in our innovation in the past three years and we came out with ENLIGHTEN several years back and more innovation. And we have, we believe, the most robust and significant natively-built AI platform out there. And as I mentioned in my earlier remarks, 2022 was the landmark year for AI as we experienced massive adoption of AI based on ENLIGHTEN. So, first, in terms of the attachment rates, we see it's growing in a dramatic way. We see it across the board in multiple verticals and in all sizes of customers, both existing and new, by the way. Second, it serves as a key differentiator for us. I think that AI, while it's still in the early days on what it can do for the CX business, there is no realization of enterprises, and I find myself when meeting with customers, most of them already tried something and realize that just implementing kind of a silo or a point solution of AI doesn't really deliver the solution, it doesn't scale and it doesn't provide the full complexity. Now that it serves a more complex scenarios and then when they see what we can offer with ENLIGHTEN and recently, including the integration of ChatGPT, it's a completely different ballgame. In terms of monetization, I'll give you kind of two comments on that. One, it increases our deal size in a pretty meaningful way because if you think about it, we spoke historically a lot about the number of seats, which represents where the core of our business was in the past, but AI open up the potential total addressable market for us as we move from share of seats to share of interactions. And you think about overall interactions that are not necessarily attended by a person, we're talking about a very significant amount of interactions that are growing in an exponential way. So that's one way to think about the opportunity and also what we see in the business. And the second thing is to think about a particular deal where it might be even a relatively small contact center footprint with new hundreds of seats, but all of a sudden, if you think about the digital footprint and the introduction of conversation AI, it can be a pretty, almost a mega customer for us. And the last thing I was saying a good example will be the deal that I mentioned in Asia Pacific, which was our largest in our history when it comes to CXone, which was exactly what happened for a customer that had a very, very small contact center, but a very dramatic digital footprint with the true need for conversational AI.