Day Zero Diagnostics is developing a rapid, whole genome sequencing-based diagnostic that identifies the species and antibiotic resistance profile of a bacterial infection within hours. Their machine learning algorithm Keynome uses MicrohmDB, a proprietary microbial resistance database, to determine antibiotic resistance from genomic data. In a severe infection, faster treatment with the right antibiotic saves lives and reduces costs.