Infinite program team for R&D | Benchling

Build Science Foundries to drive greater speed and better decisions.
Build me a foundry for antibody discovery. Include agents to generate sequences, plan cloning, coordinate lab work, analyze results, and recommend the next round of designs.
Extract process parameters, yields, and quality results from these manufacturing batch records. Compare performance across batches.
Create an interactive SAR visualization for these compounds. Include a potency heat map, molecule cards, and an analysis of how R-group substitutions affect IC50.
Evaluate mouse models for our next study. Compare candidates to historical study results, flag models we've already tested, and recommend which to prioritize.
Build me a foundry for antibody discovery. Include agents to generate sequences, plan cloning, coordinate lab work, analyze
Build complete agentic workflows guided by scientists, across all your R&D programs.
AI and automation are transforming the drug discovery process. Science Foundries are the perfect complement to automated labs. Teams of agents keep science moving by automating the data capture, analysis, and handoffs needed to turn one experiment into the next.
Access the best intelligence with agents over scientific models. Predict structures, generate sequences, assess properties, and more.
This past year, we saw our Boltz de-novo protein design and binding prediction models make incredible strides with adoption across hundreds of thousands users. Now, it’s all about integration, linking models with experiments, leveraging agents that learn from experimental data.
Our team of agents knows your science and connects historical data, current experiments, and external data for every program.
We leveraged Benchling AI to ingest nearly 1,000 historical reports and saw 100% accuracy in natural language queries across the body of data, outperforming several approaches we had tried previously.
Science Foundries are teams of agents that run a complete R&D workflow, guided by your scientists. Start with these building blocks.
Automate biology workflows end-to-end, with agents guided by your scientists.
Design molecules, capture reactions, and apply predictive models across R&D workflows.
Model and register modified RNA, oligos, and peptides, ready for agents to act on.
Draft your next DoE with agents informed by historical data, run designs, and execution results.
Order materials and synthesize sequences automatically, no waiting on an email.
Formulate antibodies with full lineage, then let agents run the DBTL loop end-to-end.
Capture structured results automatically as agents complete each step.
Predict structures and generate sequences without leaving your workflow.
Pull instrument data straight into an agent's next step, no manual transfer.
Tell us about your program to start building Science Foundries.
Automate biology workflows end-to-end, with agents guided by your scientists.
Design molecules, capture reactions, and apply predictive models across R&D workflows.
Model and register modified RNA, oligos, and peptides, ready for agents to act on.
Draft your next DoE with agents informed by historical data, run designs, and execution results.
Order materials and synthesize sequences automatically, no waiting on an email.
Formulate antibodies with full lineage, then let agents run the DBTL loop end-to-end.
Capture structured results automatically as agents complete each step.
Predict structures and generate sequences without leaving your workflow.
Pull instrument data straight into an agent's next step, no manual transfer.
Tell us about your program to start building Science Foundries.
Capture and structure data with templatized notebook entries. The underlying entities, samples, and results are recorded automatically. No duplicates and knowledge isn’t lost between teams.
Connect workcells, liquid handlers, and analytical instruments to your scientific record. Send instructions, get results linked to the original experiments, then turn the workflow into an optimized template.
Develop on Benchling with REST APIs, SDKs, and shareable apps your team controls. Tap a directory of partner connectors and models, or use vibe coding to build your own applications.
Choose from a library of scientific models, connectors, automation tools, and partner apps, all built for Benchling's data model. Install them quickly and get back to doing science.
Validated Cloud offers a single, dedicated tenant from discovery through development without switching systems. Compliance controls for 21 CFR Part 11 and Annex 11 are built into the platform.
Benchling maintains SOC 2 Type II, ISO 27001, GDPR, and CCPA compliance, so your data stays protected under the same standards trusted by leading biopharma companies.
Capture and structure data with templatized notebook entries. The underlying entities, samples, and results are recorded automatically. No duplicates and knowledge isn’t lost between teams.