Financial Data and Key Metrics Changes - Total revenue for 2024 was 208million,adecreasefrom217 million in 2023 [30] - Software revenue grew by 13.3% from 159millionto180 million, with hosted revenue increasing from 20millionto35 million [30][34] - Q4 total revenue was 88.3million,anincreaseof1979.7 million, up 16% from Q4 2023 [19] - The net loss for 2024 was 187millionor2.57 per diluted share, compared to a net income of 41millionor0.54 per diluted share in 2023 [34] Business Line Data and Key Metrics Changes - The number of software customers with an annual contract value (ACV) greater than 5millionincreasedfrom4to8,whilethosewithACVgreaterthan1 million rose from 27% to 31% [12] - Total ACV increased by 24% to 191million[12]−Drugdiscoveryrevenuefor2024was27 million, down from 58millionin2023[32]MarketDataandKeyMetricsChanges−Hostedrevenuecontributed20367 million at the end of Q4 2024, down from $469 million at the end of Q4 2023 [35] - The predictive toxicology project is expected to contribute significantly to revenue in 2025 [41] Q&A Session Summary Question: What is your assumption behind your 2025 drug discovery revenue guidance? - The increase in drug discovery revenue is broad-based, with contributions from various collaborations, including the Novartis partnership [57] Question: How should we think about the cadence for drug discovery revenues? - Drug discovery revenues are likely to be somewhat back-end weighted, with contributions scaling up throughout the year [125] Question: What do customers consider when moving from on-prem to hosted? - The transition to hosted contracts is seen as more seamless for delivering licenses, and the company expects a gradual increase in hosted revenue [76][78] Question: What are the stickiest aspects driving customer retention? - Customer retention is driven by the technology's impact on projects, leading to improved quality and faster development of candidates [90] Question: What is the gating factor for advancing new clinical candidates? - The company is currently evaluating potential partnerships for its clinical assets, with ongoing discussions as data becomes available [114]