Yes. So let me first give you some color on the bookings itself for Q4, and I will give you additional color on what we are doing so that we make this pivot. So that's a great question. Now in Q4, as we expected, we were seeing a bit of a slowdown in bookings volume, and this was driven by the impact of our reorganization and also the macro trend that we're seeing in the market. As I mentioned earlier, Ryan, we are seeing sales cycles are getting extended. Companies are reevaluating the IT spend, and there's a shift of focus to more of a cost optimization, and more critical projects are getting done. So in terms of our performance specific to fourth quarter, we saw good traction in the tip of the spear professional services for critical cloud projects as it relates to cost optimization. We'll continue to drive the mix shift to services in our public cloud business. From a regional perspective, Asia-Pacific and Japan, I was very pleased with the performance, although it's a small base for us, but it did exceptionally well with very high double-digit growth driven by our data business on cloud. And we also had a couple of large deals across both public and private clouds. For example, in public cloud, we signed a fairly good-sized professional services deal for application modernization with a major airline, as an example. In private cloud, we renewed and expanded the contract with a mobile SaaS company to support their data platform in a private cloud environment. So we are starting to see that pivot, Ryan. It does take time when you make that pivot. And for us, the most important thing, as Bobby mentioned, is to bring this -- to build that services backlog. And so in some cases, we will walk away from some of the infrastructure resale deals, specifically, if it is in the commercial side, which is in the small -- in the S of the SMB, so to speak, where there's no opportunity to land and expand. So we'll walk away from those low-margin deals where we cannot expand with services. So that might impact our bookings, and it might also impact our overall revenue in the short term. But those are the decisions we want to make so that we can shift the DN of the company to more of a high-margin, services-led and high-value sales motion.