Michael Cannon-Brookes
Management
I'm sure I can take that one. Look, I can tell you I've met more than 60 customers over the last 6 weeks and 5 different countries around the world and the Teamwork Graph and AI comp in every single conversation I've had. You can see from our results, those customers are continuing to expand their use of the Teamwork Collection, either upgrading to it if they're buying single applications or adding to the seats as they move into more of their knowledge workers and across the organization. And AI and the Teamwork Graph is 1 of the biggest reasons -- it's 1 of the top 2 reasons quoted by our customers for their reason to upgrade to the cloud and to upgrade the Teamwork Collection. Now the question is why and where those results come from. Again, our applications have a lot of connections to other applications around the world, right, whether that's their CRM system, whether that's their documentation knowledge systems, we have, for about 8 years, been building the Teamwork Graph as the best way to get answers across all of those applications for their users or for their agents, which increasingly ask a lot of questions in a very short period of time. The quality of those answers is directly related to the [ clearability ] by graph. The density of that graph or the amount of information and the connections we have between it the quality of the social and collaboration group, the people information that we have. And fundamentally, the breadth of information, a number of contexts you have. We outlined a little bit of this in the shareholder letter, and there's a number of videos that show direct examples of where that gain comes from. Fundamentally, the better answers, the quality of information across all those applications we can give to your agents, the less token they consume and the less time it takes them to get to an equivalent quality enter. Customers are seeing that. It's based on all of the structured and unstructured workflows we have from those customers over the last 25 years. And for all those customers that are adopting the Teamwork Collection and the Teamwork Graph coming inside that. I frequently get asked to ask to buy the Teamwork Graph, and the answer is no, you already have it. I can often go and say you have 150 million objects and connections in your Teamwork Graph today and they're like, I do? And then we can do live demos. We can show them in real time their own graph, how it works using the CLI. It's an amazingly powerful story, especially in an age where all of the customers are asking about token costs and AI spend. It's an incredibly powerful story about how we can actually connect their organizational knowledge, their history, directly to those AI agents and give them a cost and performance, better quality answers and cheaper answers. So it's a very powerful story, 1 we've been building for a long time and very customer isn't in all those conversations.