Financial Data and Key Metrics Changes - Total revenue for Q2 2024 was 47.3million,comparedto35.2 million in Q2 2023, reflecting a year-over-year increase driven by software and drug discovery revenue [15][20] - Software revenue was 35.4millioninQ22024,upfrom29.4 million in Q2 2023, marking a 21% increase [11][12] - Drug discovery revenue increased to 11.9millioninQ22024from5.8 million in the same period last year [15] - Overall gross margin improved to 66% in Q2 2024 from 39% in Q2 2023, driven by higher revenue and lower costs [17] Business Line Data and Key Metrics Changes - On-premise software revenue grew by 11.5% to 18.8million,whilehostedsoftwarerevenuesurgedby828 million [12] - Maintenance revenue remained flat year-over-year at 5.8million,andprofessionalservicesrevenueincreasedby238.8 million from 14.7million[16]MarketDataandKeyMetricsChanges−ThecompanynotedchallengesintheChinesemarketduetoreducedcapitalavailabilityforbiopharmaresearch,whilegrowthopportunitieswereobservedinEuropeandNorthAmerica[14]−Thecompanymaintaineditsrevenueguidanceforthefullyear,indicatingconfidenceinthegrowthpotentialdespitemarketvolatility[10][22]CompanyStrategyandDevelopmentDirection−Thecompanyisfocusedonscalingupitssoftwarebusinessandadvancingitsdrugdiscoveryprograms,withanewinitiativeaimedatpredictivetoxicologyfundedbya10 million grant from the Gates Foundation [8][22] - Collaborations with partner companies are seen as crucial for validation and capital, with recent successes including Morphic Therapeutic's planned acquisition by Lilly for 3.2billion[7][24]−Thecompanyaimstoleverageadvancedcomputationalmethodsandmachinelearningtoenhancedrugdiscoveryefficiency[8][29]Management′sCommentsonOperatingEnvironmentandFutureOutlook−Managementexpressedconfidenceincustomerretentionandscalingupsoftwareusage,particularlyinQ4,whichistypicallythelargestquarterforrenewals[32][34]−Thecompanyanticipatesthatthepredictivetoxicologyprojectwillcontributetosoftwarerevenuegrowthinthecomingyears,despiteamodestnegativeimpactongrossmarginsduringthegrantperiod[22][23]−Managementhighlightedtheimportanceofmaintainingastrongcashpositionandexploringpartnershipopportunitiestosupportongoingoperations[35]OtherImportantInformation−Thecompanyreportedalosspershareof0.74 for Q2 2024, compared to net income of 4.3millioninQ22023[20]−Theaveragefullydilutedsharecountdecreasedto72.7millionfrom75.1millionyear−over−year[21]−Thecompanyexpectstoreceive48 million from the sale of its holding in Morphic, which will help offset cash used in operations [21] Q&A Session Summary Question: Outlook for the rest of the year and customer dynamics - Management noted strong engagement with customers and high retention rates, with expectations for scaling up usage primarily in Q4 [32][34] Question: Cash position and options for capital - Management highlighted the expected cash inflow from Morphic and ongoing discussions for potential partnerships as sources of capital [35] Question: Growth in software business among smaller biotech companies - Despite a turbulent environment, new biotech companies are still forming and seeking cost-effective solutions, leading to more new accounts than reductions [37] Question: Launch timeline for predictive toxicology tools - The company is excited about the project and expects to release it in the near future, contributing to software revenue growth [40][41] Question: Clinical trial enrollment and timeline changes - Enrollment is progressing well, and the timeline for data readouts has been refined to provide more specific guidance [45][46] Question: Impact of large-scale customer discussions on revenue - Management indicated that discussions with large customers could lead to both immediate and long-term revenue growth opportunities [47][48]