Turing Biosystems develop a reasoning AI software platform to allow companies and clinicians optimize therapies by integrating, analyzing, and interpreting any type of data (multi-omics, imaging, clinical data). The platform can produce audit trail of reasoning that can be interpreted by clinicians and researchers in pharma companies and can support decision making in drug discovery R&D and clinical trials.