Harmonised multi-modal biomedical data lake plus a knowledge graph

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Harmonised multi-modal biomedical data lake plus a knowledge graph: public omics and literature sources (gene-expression repositories, publications, supplementary files, figures, regulatory documents) normalised to standard ontologies and enriched with 50+ structured metadata fields covering study design, trial arms, endpoints, eligibility, assay results, toxicology and EHR/EMR-derived data. Critically, this is layered with customer-submitted private omics and clinical data harmonised into the same schema, so the platform holds a federation of proprietary datasets aligned to a common layer