David Sipes
Analyst · Craig-Hallum. Your line is open.
Hey George, thanks for the in depth question. I'm glad you appreciate. Sorry about that. Sorry. I'm going to address the first part. I'm not sure about the, the second part, the, the external consultants, but on the first part, the how AI and communications you see a lot of opportunity in AI and communications from translation capability that you, that transcription translation is one area that you see, additionally, quality management and a sentiment analysis is a key area and one that we lead in in. And so that's, that's a big aspect that we have in our contact center solutions today. And I think when you envision our XCaaS vision it's, how do we take those capabilities that are in one side of the house, UC or CC, and take that across the entire enterprise. So that's the type of work we're doing and taking AI further throughout the product offering that will improve overall ability for enterprises to, to manage employee productivity, to route like customer interactions more effectively throughout the organization, and get people to an expert faster to allow the enterprise to be more agile and nimble, and how, how they respond to their customers and more effective. To the extent of the exact definition, I was just using our product to check internally with our expert on the topic. And she doesn't have the exact data in front of her, right this second either. So I'll get you that offline if it was us who presented it. But I would say, I mean, we are proud of the fact that we have 10 times UCaaS leader in at gardener and what seven times challenger on, on the contact center side. And so, and if you look at four, a certain others, I look, do I think that's important. Yes. We think that a lot of enterprises use that. And so we do spend time with third party analysts. We've had analyst events for them on a regular basis. And those along with our channel partners are definitely influencers on the buying decision.