Ragy Thomas
Analyst · Barclays. Please proceed with your question.
Well, I can confirm that we are running into the traditional incumbent large CCaaS competitors who've been around for a while. Look, I can't comment on what other people are doing with AI. But I can tell you that our win rate is pretty high when we get a chance at that. And that comes from the fact that we have built a unified platform from the ground up. So, when you look at the contact center stack, it's usually somewhere between six and 20 applications that they use in the contact center, that usually connected to somewhere between 15 and 100 in some cases, external applications that they have to go look at. And these 5, 10, 15 point solutions from a knowledge base to quality management to workforce management to ticketing to agent console and supervisor console and all of those community knowledge base, them not being meshed together, even the big guys, some of them don't even have like an agent console or a pure ticketing capability. So what we're encountering is this mismatch of solutions from competitors that aren’t woven together. And ours is just clean, pure everything work with everything else. And then we integrate with all the external systems and everything is based on AI. So right from the conversational interface, the bank that we have talked about in the past and many other customers, in many cases, are replacing their IVR with the conversational expedients. Imagine not having to press one and say, hey, I just want to know what my credit card balances when you pick up the phone. And so it's fairly dramatic right at the onset with the customer, go through the community where we're using AI. When the agent logs on, we've automatically summarized all the previous assignments. We've looked up the knowledge base, not -- you don't have to search. We found you the right two lines that you can use. You're being taken through guided workflows. The agent is determined using smart response, smart assignments, which is AI-based, is prompted with a smart response, nudged with better things that can be upsold and better response. And so it's just completely end-to-end AI and summarize when you close the call. And what's happening now is there are start-ups that offer like these -- some of these capabilities, but it's an add-on and you have to go figure out how to bolt it with your existing infrastructure, whereas our legacy is in conversation management in AI in over 100 languages that we've been developing models for finessing for the last six seven years.