Benchling AI-enabled R&D Platform for Biotech

Benchling is a scientific software company headquartered at 680 Folsom Street, San Francisco. Its founders came from academic labs and saw that software for biology lagged behind the science. It gives biotech and pharmaceutical R&D teams one system for notebooks, biological entities, samples, workflows and results, and states that more than 1,300 biotechs use it.

The platform covers bioresearch, biologics, bioprocess, in vivo studies, automation and insights, with a Validated Cloud option for GxP work and a developer platform. Benchling AI is a conversational interface in the notebook that searches experiments, analyses datasets, drafts reports, imports PDFs and CRO reports as structured data, and recommends next experimental conditions. It runs structure prediction models such as AlphaFold 2, Chai-1 and Boltz-2 and connects to other systems through MCP.

• Notebook: electronic lab notebook linked to entities, samples and results.
• Benchling AI: conversational assistant that searches experiments, analyses data and drafts reports.
• Scientific models: AlphaFold 2, Chai-1 and Boltz-2 structure prediction linked to experimental data.
• Experiment optimisation: Bayesian optimisation recommends next conditions to test.
• Automation Designer: orchestrates workflows from instrument connectivity to analysis.
• Validated Cloud and connectors: GxP-ready hosting plus MCP connectors and a developer platform.

Vietnamese vaccine and biologics developers can manage constructs, cell lines and assay results in one registry. University biotech labs can use AI models for protein structure work tied to experiments. Pharmaceutical R&D centres can convert CRO reports into structured data for analysis.

Puts notebooks, sample registries and results in one structured data model so teams stop reconciling spreadsheets. Benchling AI reads unstructured PDFs and CRO reports into structured data. AI credits are included with every subscription, and Benchling states it does not train its own models on customer data. A Validated Cloud supports 21 CFR Part 11 and Annex 11 work.

Biotech R&D is shifting to AI-assisted design of molecules and experiments, which requires structured, connected lab data. Biologics and cell and gene therapy pipelines are growing in Asia, with Singapore, Korea and Japan investing heavily. Vietnam's emerging biotech and vaccine sector will need modern R&D data platforms to partner with global pharma.

Headquartered at 680 Folsom Street, San Francisco, California. States that more than 1,300 biotechs use the platform, including Sanofi, Moderna, AstraZeneca, Gilead and Regeneron. Holds SOC 2 Type II and ISO 27001 and supports GDPR and CCPA. Runs the Benchtalk user conference series, including Benchtalk Boston 2026.