Piota leverages computational chemistry and machine learning to accelerate polyketide scaffold design for antibiotics and other natural products. Spun out of Macquarie's MGSM biotech accelerator with ongoing collaboration from the university's medicinal chemistry lab, the platform has screened 14 novel compounds in pre-clinical trials.