Allan Thygesen
Analyst · Wolfe Research. Please proceed with your question.
Yes, it's a good question. I mean, I think these things all impact us in different timeframes, right? So, I think we -- overall, I would say, product innovation is going to be the biggest driver and unlocker of our medium- to long-term growth. We do believe that we have very credible low-hanging fruit from better execution on our self-serve and product-led growth motion, and so that's a top priority to drive greater efficiency in the near to medium term. I think the AI impact is perhaps the biggest in the long term. And we are starting to ship products, as I alluded to, and we'll announce more next week. But in terms of its overall impact on the business, I think it's still behind the other two in the near to medium term. But in terms of the long-term potential of our category of agreement workflow, I think it's a massive unlock and a fantastic opportunity for DocuSign. I think we're exceptionally well positioned. So, maybe one other comment about that, if you think about the -- lots of companies talk about AI. And there are commercial AI models available at the consumer level and so really any enterprise will pay the fee. We believe that our opportunity is both category specifically just lends itself to AI, and we -- at every stage. But then if you look at DocuSign, we have deep experience built over multiple years of building agreement-specific models. It's not the same as drafting a high school essay. And we have a deep expertise and the level of accuracy that's required there. We also have the largest data set of agreements of any company, I think, on earth, which puts us in a position to help our clients extract more value out of AI models. And then, lastly, we are, of course, executing very deliberately and intentionally on partnerships with the leading cloud vendors and taking full advantage of the innovation that they're powering. So -- to our work with Microsoft, and we are, of course, talking to the others as well. So...