Yes. So thanks for the question, Brendan. It's a -- think of it as a a bit of a phased approach. So out of the box, first of all, it's a complete rewrite of our application software for the Growth Direct. So it's a completely different architecture. So day 1, the customers benefit from a modern UI, much easier integration into some of their IT infrastructure. And by cloud native, it's been built around a cloud infrastructure. We envision the customers' cloud will run it. But from a future revenue standpoint, we could also provide cloud services. Right now, the system is in a prelaunch phase with a major customer operating in their cloud, running the Growth Direct and the feedback has been exceptional. So we're quite excited about that. So out of the box, a couple of benefits. First, a complete rewrite, so customers benefit from easier navigation, easier integration, a more modern UI, the ability to access data from the cloud, from any device versus through their IT infrastructure attached to their limbs. Over time, we see the ability to provide services against that cloud data. So imagine a fleet of Growth Direct generating. And the idea came from we had these Growth Direct around the world is generating all this data. How can we help customers benefit from that. So the Growth Direct would be effectively an appliance other technologies can also plug into this technology and feeds into a cloud infrastructure. And then against that, we could provide services against that, predictive analytics, other types of insights on seasonality, quality failures, potentially speciation and ID services. And that's really part of the vision. We're not going to get into too much detail on what those are and how we plan to monetize it. But think of this as step one to a couple step multiyear process to really advance from the automation side into the, I'll call it, the AI sort of higher-powered analytics and cloud-enabled side of our business, which will -- the goal is to continue to drive to recurring -- high-margin recurring revenue over time. And -- what we've seen is that customers are -- especially in pharma, which can be a little conservative, are open to discussing how AI and cloud, in particular, can enable their environment. So we're not really pushing against the closed door. It's really -- it feels like we're pushing against an open door. And in some cases, customers are asking us for services in this general category.