John Donahoe
Analyst · Morgan Stanley. Your line is now open. Keith Weiss, if your line is on mute, please unmute your line.
Well, Sanjay, we’re thrilled about the potential of this machine learning. As you know, we bought DxContinuum early this year. Indeed, as we do all acquisitions, they rebuilt their code, recoded their capability into our core platform, and it’s going to enable all of our applications and all of our customers to access that machine learning for specific use cases. It’s not AI for AI’s sake or machine learning for machine learning’s sake. It’s to deliver specific use cases. And let me give you an example. We were our first beta customer ourselves, and so this summer, we turned on the machine learning to our own customer support center, right? We’ve got a customer support organization that takes all inbound problems or calls or contacts from our customers. We turned it on with no additional implementation on whatsoever, turning on the capability. Within two weeks, the intelligent agent was outperforming human accuracy on incident categorization and incident routing. And what that means is two things; one, that our customers are getting their problems delivered to the right person as -- in a more quick and accurate basis; and secondly and I’d say as importantly, roughly we estimated 8% of our customer support engineer time used to be incident routing, incident categorization. That’s now freed up to actually solve real problems for our customers. And so that capability we turned on in our customer service management application in the Kingston release, it will be turned on in ITSM at the same time. And we think there is just an enormous number of use cases where the machine learning capability can take some of the more redundant, repetitive parts of work that people are working on, handle them in a more automated fashion, which drives greater efficiency or productivity, and also enables the IT professionals, the HR professionals, the security analysts, the customer support agents to focus their energies on higher value-added activities and really delivering great experiences for customers and employees. So, we think there’s going to be a real positive opportunity. Our customers are very interested in it. And, again, our focus will be taking it use case by use case.