Financial Data and Key Metrics Changes - Ginkgo Bioworks ended Q4 2024 with 562millionincashandnobankdebt,significantlyreducingcashburnto55 million from 114millioninQ32024[10][32][48]−TotalcompanyadjustedEBITDAforQ4wasnegative57 million, an improvement from negative 101millioninQ42023,withfull−yearadjustedEBITDAatnegative293 million, up from negative 365millionin2023[30][31][32]BusinessLineDataandKeyMetricsChanges−CellEngineeringrevenuereached35 million in Q4 2024, a 29% increase year-over-year, with full-year revenue at 174million,down109 million in Q4 2024, down from 53millionin2023,reflectinga51110 million and 130millionandBiosecurityrevenueatleast50 million [39][40] Other Important Information - Ginkgo has remediated its SOX material weakness, indicating improved financial reporting processes [43] - The company has achieved a $190 million annualized run rate reduction in spending compared to Q1 2024 [47] Q&A Session Summary Question: What are the ideal customer personas Ginkgo needs to close for new client acquisition? - The ideal customer persona varies by product; for solutions deals, it is typically the head of R&D in large biopharma or the CEO in small biotechs. For data points, it is usually a lead for a drug program, and for automation, it is automation leads responsible for building out new setups [88][90][91]