Electronic Lab Notebooks
Benchling
by Benchling, Inc.
Cloud-based R&D platform unifying lab notebooks, molecular biology, and data management
Category
Electronic Lab Notebooks
Founded
2012
Headquarters
San Francisco, CA, USA
Overview
Benchling is the leading cloud-native R&D platform purpose-built for life sciences, combining an electronic lab notebook (ELN), molecular biology suite, inventory management, and registration system in a single unified interface. The platform supports DNA/RNA sequence design, CRISPR guide design, plasmid annotation, and protein engineering workflows natively. Over 600,000 scientists at more than 1,000 biotech and pharma companies use Benchling to capture experimental data, design biological constructs, and manage sample inventories. Customers range from early-stage startups to enterprise pharma including Regeneron, Moderna, and Gilead, who rely on Benchling to standardize research workflows and improve data traceability. Benchling differentiates through its biology-first design — unlike generic ELNs, every feature is purpose-built for life sciences workflows. The platform includes a robust API, configurable schemas for data governance, and integrations with instruments, LIMS, and analytical tools, making it the system of record for modern biotech R&D.
Key Features
Digital Experiment Recording
Cloud-native platform replaces paper notebooks with searchable, structured experimental records.
Offline Access & Sync
Work offline in the lab with automatic synchronization when connectivity is restored.
Data Export & Reporting
Export experimental data in multiple formats with customizable report templates.
Inventory & Reagent Tracking
Integrated inventory management with automated reagent tracking, sample location, and reorder alerts.
Advanced Search & Discovery
Full-text search across all experiments, protocols, and data with filters and saved queries.
Pros & Cons
Pros
- +Template libraries standardize experimental protocols across teams and institutions
- +Integration with lab instruments enables automatic data capture directly into notebook entries
- +IP protection features include timestamped entries and witnessed signatures for patent documentation
- +Cloud-native platform replaces paper notebooks with searchable, structured experimental records
- +Real-time collaboration enables distributed research teams to share protocols and results instantly
- +Molecular biology tools include built-in sequence editors, plasmid maps, and primer design
Cons
- −Vendor lock-in concerns as exporting structured data to competitor platforms can be difficult
- −Migration from paper notebooks or legacy ELNs requires significant change management effort
- −Per-seat pricing model can become expensive at scale for large research organizations
- −Offline access limitations can be problematic for fieldwork or facilities with unreliable internet
- −Complex data types (images, raw instrument files) may not be fully supported natively
Use Cases
Experiment Documentation & IP Protection
Digital capture of experimental records with timestamped entries and witnessed signatures for patent documentation.
Protocol Standardization
Template-driven protocol management ensuring reproducibility across teams and institutions.
Inventory & Sample Tracking
Integrated inventory management with automated reagent tracking, sample chain-of-custody, and reorder alerts.