Cipher Bio applies geometric deep learning to accelerate structural biology workflows, helping researchers at major universities and biotech firms reduce screening cycles from months to weeks. The team trained on datasets from ANU's John Curtin School of Medical Research and has published extensively in structural computational biology. Their platform integrates with existing lab management systems and wet-lab automation equipment.