The Herophilus Discovery Engine makes it possible to build an industry-first understanding of complex brain diseases and drive drug discovery at scale. The integrated technology platform for scaled-up phenotype-led drug discovery is comprised of a biobank, and integrated software and automation system and our machine learning pipelines: