Sassine Ghazi
Analyst · Griffin Securities.
Yeah. Thank you, Jay, for the question. You're right. The whole domain-specific architecture I want to say, about six, seven years ago, we started seeing a number of customers investing in it, mostly hyperscalers. And you can argue before that couple of the mobile companies started optimizing based on their own system software optimizing their silicon. With the hyperscalers, initially, the target was -- can they -- based on the workload -- on a specific workload, can they develop a chip that is more effective for power, performance cost, et cetera. And the answer is yes, and they made a number of these investments. Now you're seeing another wave of expanded investment around AI and how can they train the models that they are creating for, again, their specific applications. And I'm sure you've noticed in the last couple of weeks almost the top three hyperscalers announced their own silicon investments and chips for AI specific training to drive more optimization and efficiency for their work loans. What that means for Synopsys is not only it's another chip that our customer base is investing in, which drives both EDA and IP, typically, they are the most advanced node and different methodology in many cases, they're pushing towards multi-die and chiplets, which opens up the door for IP and the comments I made earlier. From our solution point of view, yes, we're expanding the solution offering to enable our customers to design these complex chips. On IP, I want to say it's fairly straightforward. You deliver [to] (ph) standards to connect these chips. But the work is not straightforward, but the road map is fairly straightforward what you need to do. On the EDA side, we have a number of those customers using 3DIC Compiler, which gives them the ability to architect that chip for that system in that case. SLM, the silicon life cycle management to give them the ability to trace the health and the connectivity of these dives into the system and all the way in the field or in the hyperscale case as it sits into their data center and it's up and running. So we have a number of expansions in our portfolio in order to support these opportunities. And that's why we are bullish and excited about the opportunity to continue the growth for design, automation and design IP.