Cue Biopharma used Benchling to carry discovery data through to biologics process development.

Cue Biopharma struggled to track experimental data and context across the product lifecycle and found traditional LIMS too rigid. It deployed Benchling's integrated platform for process design, execution and analysis. The page reports faster handoffs and process development cycles, better research-development collaboration, and management of over 4,000 engineered constructs with automated tracking.

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.