MacroGenics digitalized Research and Biopharmaceutical Development on one Benchling platform.
MacroGenics had fragmented R&D processes without standardized data capture, some still paper-based, and scientists lost time to administrative tasks. It deployed Benchling Bioresearch and Bioprocess with an enterprise digital notebook, structured data capture, sample and inventory management and cross-team workflows. The page reports 30 minutes of daily administrative work eliminated per scientist, faster analytical data review via global search and high adoption from month one.
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.
Published by Benchling on its own site — read the original case study on benchling.com ↗
Related use cases
- 01Absci replaced spreadsheet sample handoffs with a Benchling registry and API integration to improve data for AI model training.
- 02Sanofi moved 1,500+ scientists in 30 global teams onto Benchling as the data foundation for AI-driven R&D.
- 03Novonesis rolled Benchling out to its 1,500 R&D employees to replace siloed systems with one data foundation.
- 04Ori Biotech used Benchling R&D Cloud to standardize and centralize cell and gene therapy process development data.
- 05Synlogic unified its informatics in Benchling and used the API to automate fermentation data processing.
- 06Cue Biopharma used Benchling to carry discovery data through to biologics process development.