Sentiment Analysis of the earnings transcript to help figure out if there are any bullish or bearish sentiments that could be gathered from it. We're doing ML and AI based analysis on the earnings call to get some more insights.
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| But if there is an improvement in R&D, then that's good for our business |
| Robust design activity and customer demand, coupled with our strong execution, helped us to achieve revenue growth of 15% and EPS growth of over 20% for the year |
| We expect our innovative solutions to continue driving broad-based business momentum in 2024 |
| Secular trends of digital transformation, hyperscale computing and autonomous driving, all bolstered by an AI super-cycle, continue to fuel strong broad-based design activity |
| We continue successfully executing to our Intelligent System Design strategy, that triples our TAM opportunity while greatly expanding our portfolio |
| The other thing I wanted to highlight is that the business' forecast for hardware is again for another record hardware revenue year and for hardware demand to continue to accelerate quarter after quarter this year |
| And then, good to see the strong outperformance on the SDA business, right up 22% last year, certainly, outgrowing the overall marketing your peers in that segment |
| Of course, we have strong IP as well this year |
| That's because we expect both of those to contribute significantly to improvement in up-front revenue this year |
| But last year for 2023 our up-front revenue percentage increased from 15% to 16%, that was on the back of a strong record hardware year |
| And Cadence is the leader in package design, and that thing is still the very strong differentiation, no matter what the M&A news is outside |
| So, I think it's good to have multiple engine, contributing to the growth |
| Over the year, we've continued building out our generative Cadence.ai portfolio, the industry's broadest AI offerings spanning chip to board to system, and delivering exceptional optimization and productivity benefits |
| Actually, I'm also pretty happy about that |
| Accelerating momentum of our Cadence.ai portfolio has led to an almost tenfold increase in the number of customers adopting our GenAI solutions in 2023, as customers embrace the technology to develop optimized products much more efficiently |
| Our continued execution of the Intelligent System Design strategy, customer-first mindset, and our high-performance and inclusive culture are driving accelerating growth as we grow our core EDA business while expanding our portfolio |
| We made this a core tenet of our Intelligent System Design growth strategy six years ago, and our System Design and Analysis business continued its strong momentum, delivering 18% year-over-year growth in Q4 and 22% growth for the year |
| So, I'm very confident in our product positioning and competitive advantage, no matter what happens on the M&A side, because anyway, we are competing very effectively |
| And then, the other thing that is good about Cadence is we also form very strong partnership in the ecosystem |
| Our multi-physics analysis portfolio couples our expertise in physics-based modeling with AI-driven optimization and is delivering superior results to customers across multiple vertical segments, especially aerospace and defense, and automotive |
| And that really also helps our digital business |
| And Wistron, a leading technical services provider used Optimality's AI-driven optimization technology and Clarity for fast, accurate electromigration in-design analysis, improving design reliability while realizing a 2x improvement in turnaround time |
| Our digital IC business finished another strong year with 22% revenue growth in Q4, as our solutions continued gaining share at market shaping customers, especially at the most advanced nodes |
| We are very pleased with the accelerating momentum of our flagship Cadence Cerebrus GenAI solution, whose transformative PPA and productivity benefits have led to its deployment in all our top 10 digital customers and used in well over 300 tapeouts |
| In Q4, Cadence Cerebrus run rate more than quadrupled at several market shaping customers and it also drove significant digital full flow expansions at two top tier semi customers Our Integrity 3D-IC platform is the industry's only unified 3D-IC design and analysis platform and ties our best-in-class SoC and package design technologies with system-level planning and analysis |
| It is an exciting time for Cadence as we enter 2024 with product leadership and strong business momentum |
| Next, I will talk about our Functional Verification business, which had another remarkable year, delivering 11% year-over-year revenue growth in Q4 and 22% growth for the full year |
| And so, overall, I feel pretty confident in our digital position, including 3D-IC |
| Our best-in-class dynamic duo of Palladium Z2 and Protium X2 platforms delivered another record year, with strong momentum across AI, hyperscale, auto and mobile |
| So, overall, I'm very pleased, very confident in our positioning in AI and the results we are delivering |
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| So, as a combination of that, I think the first three quarters were more challenging |
| And then like I mentioned, of course, last couple of years, the macro environment has been tough, though it is improving now |
| And typically, when you have an acquisition, it can be dilutive in the early year or two, and that's a bit of a headwind for incremental margins |
| And then, IP typically gets affected more than others, in terms of a tough macro semiconductor environment |
| But as you say, IP revenue growth was quite low in comparison to prior years |
| And '23 had some unusual challenges, like I mentioned |
| So, first on the IP part, like in '23, I think first three quarters we had, the growth was much more challenged |
| It's primarily with the compare the previous year, but -- some of the macro uncertainties |
| One is that there were some tough compares from '22 to '23 in IP, especially in the beginning of the year |
| And as a result, that's kind of feeding into lower margins for Q1 in comparison to the rest of the year |
| And now that we're back to more normal lead times, it's prudent to assume that China revenue drops back to prior levels of between kind of 14%, 15% |
| So, we always have to be cautious about that |
| We addressed those lead times at the start of the year and now we're down to a more normal eight weeks of hardware backlog |
| Just kind of first on the segment side, IP growth has been more modest than the entire company growth |
| Last year, the operating cash flow was kind of muted |
| And if you look at our incremental margin over the last few years, it was slightly lower in 2023 compared to previous years |
| It was less than, although we beat on all our metrics, we came in just under the midpoint of $1,350 million |
| So, these things take like multiple years to bleed in |
| So, it was a boon year last year for China |
| Due to risks and uncertainties, actual results may differ materially from those projected or implied in today's discussion |
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