Turn scattered lab notebooks, assay results, and high-throughput screening output into a governed, queryable dataset — instrument and app System APIs, compound and batch registration, and FAIR metadata on the way into the lake. Pre-clinical scope; use the clinical trial analytics plan once a molecu…