Ori Biotech used Benchling R&D Cloud to standardize and centralize cell and gene therapy process development data.

Ori Biotech relied on paper, spreadsheets and disconnected tools, with manual analysis prone to error and hard-to-aggregate historical data. It deployed Benchling R&D Cloud for biological tracking, process standardization with automated equipment data ingestion, and data centralization across sites to support meta-analysis and future ML/AI. The page reports reduced planning time, fewer data entry errors and faster time to milestone, without numerical figures.

Benchling is a cloud R&D platform used by biotech and pharma for electronic notebooks, sample registry and structured scientific data.

This sits in the Build stage of the AI use-case lifecycle: Named examples from the foundation-model labs and platforms pharma teams use to actually construct, train and generate the model or application.