Robert LoCascio
Analyst · Needham.
So there is a slide I usually show when I'm presenting, which – it looks at our total volume of our messaging volume today and close to half of it, that’s 47% or 48% today is automated. So in many cases that automation would come with some other technology provider. So I think that – when you look at that large amount, obviously, it's got to be strategic to us. We always looked at it as a potential threat, which is – some of this automation is front of us and we're just getting the live agents, we could lose that volume. But we waited, we just sort of like looked at what would work and didn't work. We saw some of the big technologies out there and partners who work with the good, bad and ugly of them, and then we went ahead and focused and built the Conversational Builder and Maven as the AI in there. So I think it's very, very important. Ultimately, I believe 80% of conversations will get automated and 20% will stabilize. So this will just drive the size of the deals. Every deal, I can tell you that we're in, there is a conversation about automation. It always – it's our product, what you guys do, how can you help us automate. Obviously, the enterprises want automation from a cost saving perspective, but also can create a good consumer strength. The most important part about Conversational Builder, the one I think makes it unique is that we really power up the contact center agents to build the conversations and work with the technologists, but they build, deploy, manage, and this allows for scale that they can have thousands of agents working on AI and deploying these bots. The Maven is very – but Maven is very interesting too, because Maven sits within the LiveEngage platform now and it is – as an agent is creating a conversation, Maven actually guides and gives them hints. And so that's an intent, you should use a – that's a product catalog, wants to use this API, that's a product catalog, and it really helps the agents to be more efficient with live – chat with live messages and also with building and crafting and deploying the AI – the bots.