Release Date: February 26, 2025
For the complete transcript of the earnings call, please refer to the full earnings call transcript.
Q: What is your assumption behind your 2025 drug discovery revenue guidance, and what proportion comes from the Novartis partnership? A: The increase in drug discovery revenue is broad-based, coming from multiple collaborations. The Novartis collaboration contributes significantly, but it's not the majority. Revenue from Novartis will be recognized over multiple years, with peak recognition expected in 18 to 24 months. Other collaborations, such as those with Lilly and Otsuka, also contribute to the revenue guidance.
Q: How is the seasonality of revenue expected to change, and will it become less Q4 weighted? A: The revenue distribution is expected to become less Q4 weighted over time, primarily due to the increase in hosted revenue, which provides a steady revenue stream throughout the year. However, Q2 and Q3 are still expected to be cyclically lower quarters. The Q1 guidance reflects deals closed in Q4, contributing to revenue in Q1.
Q: What factors influence customers to move from on-prem to hosted solutions, and how is this transition expected to progress? A: The transition from on-prem to hosted solutions is driven by the seamless delivery of licenses through hosted license servers. The transition is expected to continue at a steady pace, with a 5-7 percentage point increase in hosted revenue observed in 2024 compared to 2023. This trend is expected to continue as more customers recognize the benefits of hosted solutions.
Q: What are the key drivers of customer retention and how does feedback influence new product offerings? A: Customer retention is driven by the impact of Schrodinger's technology on projects, leading to improved molecule quality and faster development. The lack of viable alternatives also contributes to retention. Feedback from customers influences the development of new products and enhancements, such as predictive toxicology and biologics discovery technologies, which are well-received and contribute to customer stickiness.
Q: How does the predictive toxicology initiative impact revenue, and when is it expected to be released? A: The predictive toxicology initiative, funded by the Gates Foundation, will have most of its revenue recognized in 2025, with a total grant of $19.5 million. The initiative is expected to be released this year, with positive feedback from beta customers indicating its potential impact on drug discovery projects.
For the complete transcript of the earnings call, please refer to the full earnings call transcript.
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