Blog post
Analyze any data quickly with no-code automation
Say goodbye to data silos. Integrate structured datasets, visualize results, and automate workflows on a single platform.
Trusted by 1,300+ leading biotech organizations
Generate scientific insights and go from experiments to analyzed data in seconds
Transform data
Aggregate and transform data for analysis
Simply point and click to build datasets
Pull in data from Benchling entries, studies, dashboards, or CSVs
Transform and filter data to get it analysis-ready in minutes
Visualize data
Visualize scientific data and draw deeper insights
Create configurable visualizations including bar, line, and pie charts, scatter plots, and heatmaps
Calculate and visualize regression and interpolation statistics using 4PL, linear, or quadratic models in a scientist-friendly interface
Maintain full experimental context by embedding visualizations directly in notebook entries
Automate analysis
Automate complete analysis workflows with templates
Save Analysis templates for commonly-reproduced analyses
Apply Analysis templates to subsequent assay runs with a single click
Trace all the steps of an analysis using an intuitive flowchart view
Visualize, transform and analyze results
No code datasets
Create and customize datasets with clicks, not code, using your data in Benchling. Easily filter, explore, and share insights across teams.
Table views and transformation
Organize data in clean, configurable tables and apply filters, pivots, and groupings.
Charting and visualization
Create bar charts, scatter plots, heatmaps, and embed visualizations directly in your notebook to keep data and context together.
Statistical analysis
Run regression and interpolation using 4PL, linear, quadratic models, and more in a scientist-friendly interface.
Reusable templates
Standardize analyses with configurable templates that can be easily shared and reused across teams.
APIs and integrations
Connect Benchling Insights with external tools, data warehouses, or pipelines using robust APIs. Streamline data flow and extend analysis across your ecosystem.
With Benchling, we’re able to centralize, share, and take quicker action on the results we’re analyzing. We now have a central command center for our R&D, where all of our critical data is gathered for smarter analyses.
Lead Engineer - Bioanalytical R&D, Helaina
