Synlogic unified its informatics in Benchling and used the API to automate fermentation data processing.
Legacy software could not support rapid process iteration, and fermentation data was scattered across tools with no central bioreactor repository. Synlogic integrated Benchling and used its API to automatically upload and structure fermentation data and generate trend visualizations. The page reports a one-click fermentation workflow, centralized requests with real-time progress and instant results, with no 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.
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.
- 03MacroGenics digitalized Research and Biopharmaceutical Development on one Benchling platform.
- 04Novonesis rolled Benchling out to its 1,500 R&D employees to replace siloed systems with one data foundation.
- 05Ori Biotech used Benchling R&D Cloud to standardize and centralize cell and gene therapy process development data.
- 06Cue Biopharma used Benchling to carry discovery data through to biologics process development.