Benchling Decision Support

Turn trapped historical R&D data into structured, searchable intelligence. Benchling Decision Support handles the manual work of reading and structuring data, giving your teams access to years of historical records and context alongside ongoing research in days to weeks.

Ask questions across years of scientific results: Drop in a handful of CRO and CDMO study reports, legacy ELN entries, development reports, and batch records to immediately query past findings.
Link results to molecules, experiments, and conditions: Benchling AI maps historical reports to the data model your team already uses, proposing additional fields or schemas in an interactive data explorer. Each extraction is compared across multiple large language models and flags discrepancies for a person to review.
Compare past work and find patterns and gaps: Query findings across years of programs side by side, and train predictive models on your science.
Build a growing record as new data arrives: Ingest ongoing CoAs, batch records, and study reports through Decision Support as they arrive. External data lands in the same data model as your own work, from early development through tech transfer.