Benchling Assistants

Bring joy back to science with Benchling Assistants

Less toil, more science

Manual toil and data entry in the lab shouldn’t hold your scientists back. Benchling Assistants dramatically automate and accelerate lab work for scientists, giving them time to focus on what matters most: science.

Less Toil (Wide)
Now in beta

Deep research

Answer complex questions by reasoning over Benchling data and external sources. With Deep Research you can search across experiments in Benchling, extract information buried in technical reports and other documents, combine private data with public literature, and produce analyses to support decisions about what to try next.

Deep research
Now in beta

Data entry assistant

Upload unstructured data from PDFs, Word documents, or spreadsheets, and let the data entry assistant orchestrate a complex set of LLM calls behind the scenes to develop a plan, process the inputs piece-by-piece, and verify the outputs across multiple models.

Data entry assistant
Now in beta

SQL assistant

Quickly create dashboards from your Benchling data using an AI-powered assistant that understands the structure of your Benchling data warehouse. Generate new SQL queries and modify existing ones using natural language prompts to describe which data to access.

SQL assistant

Explore more ways to automate work with AI in Benchling

Now in beta

Guided search

Simply type like you talk to find what you need in Benchling. With Guided search, you can use natural language prompts and let the LLM configure search filters and parameters for you. The configuration is editable so you can always tweak it to find exactly what you need.

Guided search
Now in beta

Notebook check

Need another set of eyes as you write a notebook entry? Notebook check has you covered. Check for common typos including missing decimal points, duplicate numerical values or copy-and-paste errors, and even missing samples. Plus, you can set custom parameters for it to look for — like introductions and conclusions, table name structure, attached file types, and beyond — so your notebook entries have everything your team needs to keep work moving forward.

Notebook check