Ragy Thomas
Analyst · JPMorgan. Please proceed with your question.
Pinjalim, I'm glad you asked that question. Look, I think our, I've not seen this kind of excitement since the early days of social that I'm seeing now on the CCaaS side. I think we have a very differentiated product. And these, and we've landed, I mean we're ahead of schedule in terms of our own expectations, which is why we rotated and we're seeing like such an exciting reception to that. And the idea there is pretty simple, right? We're going into a market with vendors who have been there for a long time and a market that's very fragmented. If your knowledge base, your agent console, your supervisor console, you're routing and your bot and your quality and your workforce management, all this is unified and everything is based on AI. These results are fairly spectacular and it's cost advantageous as well, right? So we're bringing the average handling time down. And these demos are received really well. And the number 1 question we get is, that's not real is it? in the way like [we are] (ph), we'll set it up for you. I want you to know, though, that excitement is meted in months, not weeks, right, a social product on time, people are happy. Let's go. In the CCaaS world, these are very time-consuming transformation. So there are long protracted RFPs. And so we're very pleased with where we are. The number one excitement we're seeing in the field among customers is our CCaaS product. And so we know we've done the right thing. Now if you play this movie in three-year increments, I think most of us would agree we did the right thing. So excitement on AI, excitement on practical AI, excitement seeing the results, because we are walking into customers, I'll give you a large customer that I spoke to, who was on the track to kind of build their own LLM. And after really understanding how we're approaching AI, they were like, oh my God, yeah, we just got to work with you, and then you'll ensure that we can always use the best LLM and the best model that yields us the best results. And that's the most exciting thing that's going on. No surprise that AI and what it can do for you. And we're manifesting just easy, measurable results on the CCaaS side.