Free guidePDF · 18 pages · 15-minute read

When is an Electronic Lab Notebook (ELN) a Good Choice for Your Lab?

A free 18-page LabLynx guide to deciding whether an electronic lab notebook is right for your lab, from the signs paper no longer keeps up to the type of ELN to choose.

By Brandon Holland, Marketing & Operations Digital Solutions ArchitectPublished November 2024

When is an Electronic Lab Notebook (ELN) a Good Choice for Your Lab?, a free guide from LabLynx

Get your free copy

PDF
18 pages
Instant download

"*" indicates required fields

We also email you the link.

An electronic lab notebook (ELN), a central digital record of experimental designs, observations, raw data and conclusions, is a good choice when a lab's work is research-driven and its paper notebooks can no longer keep pace with growing data, collaboration and regulations. This LabLynx guide shows how to tell, when a LIMS or both fit better, and which type of ELN to choose.

What you will learn

The signs a lab has outgrown paper. Records at risk of loss, entries that are hard to share, slow searches and no link to instruments.
Where an ELN fits, and where a LIMS does. Research and development work versus repetitive, high-volume quality control and production, and when to run both.
Which type of ELN suits which lab. Generic or discipline-specific, and cloud-based, on-premises or hybrid.
What an ELN adds beyond the notebook. Instrument data capture, analytics and reporting, and AI.

What is inside the guide

From the first signs a lab has outgrown paper to the type of ELN that fits it: here is what the guide covers.

What an ELN is, and why labs leave paper
An ELN is a centralized record of experimental designs, observations, raw data, analysis and conclusions, not just a digital copy of the paper notebook. The guide sets out the four limits of paper that hold labs back: records that can be damaged, stolen or misplaced, entries that are hard to share, searches done by flipping pages, and no link to instruments or software.
Go deeper: Migrating from paper lab notebooks to an ELN
What types of labs use an ELN
Pharmaceutical and biotechnology, academic and government research, environmental and food testing, forensic, and industrial and manufacturing labs each use an ELN for their own reasons, from regulatory documentation and reproducibility to tamper-proof evidence records. The guide also explains why an ELN scales from a small startup to a multinational corporation.
Go deeper: How ELNs are advancing research across industries
An ELN, a LIMS or both
An ELN documents experimental workflows, observations and results with flexible, unstructured entry, while a LIMS is structured around sample tracking, inventory and predefined workflows. The guide compares their purpose, data management and audience, and explains why many labs run both.
Go deeper: LIMS vs ELN
Types of ELNs and how they work
Generic ELNs suit labs with diverse workflows, and discipline-specific ELNs add tools for chemistry, biology or genomics. Cloud-based, on-premises and hybrid ELNs weigh access from anywhere against local control of sensitive data, and the guide shows how each handles data entry, templates, collaboration, integration and compliance.
Lab automation and integration
Connected instruments send results straight into the notebook, and routine tasks such as assigning experiments and notifying the team are automated. The guide covers integration with instruments, LIMS, ERP and analytics, with a water quality lab as its example.
Go deeper: Lab instrument integration
BI, analytics and reporting
Dashboards, custom reports, predictive analytics and real-time monitoring turn notebook data into insight across projects. For regulated labs, the guide explains how automated data aggregation keeps reports in line with GLP, ISO and FDA guidelines.
Go deeper: Laboratory reporting
AI and machine learning in ELNs
Predictive modeling, anomaly detection, task automation and natural language search are the uses the guide describes, with examples from clinical research, environmental testing and industrial labs. It also shows how AI can suggest experimental conditions and schedule instruments.
Go deeper: AI agents in the lab

Get the free guide

Key takeaways

Paper shows when a lab is ready. Notebooks that can be damaged, stolen or misplaced, entries that are hard to share, pages searched by hand and data that never reaches instruments or software are the signs.
An ELN suits experimental work. It documents experimental workflows, observations and results with flexible entry, and fits research and development teams who need creativity and flexibility.
A LIMS suits structured, repeated work. Sample tracking, inventory and predefined workflows serve quality control and production labs with repetitive tasks and high-volume data.
Many labs need both. The ELN captures the exploratory side of research, the LIMS keeps operations efficient and compliant, and integration moves results between them without retyping.
Match the type of ELN to the lab. Generic or discipline-specific for the work you do; cloud-based, on-premises or hybrid for where your data must live.

Which type of ELN fits your lab

Generic ELNs

Multipurpose, with flexible templates and data entry, for labs with diverse workflows.

Discipline-specific ELNs

Built-in tools and templates for chemistry, biology or genomics, such as reaction tracking or records of PCR setups.

Cloud-based ELNs

Access from anywhere, automatic updates and secure backups, for remote teams and labs with several locations.

On-premises and hybrid ELNs

Hosted locally for maximum control of sensitive or proprietary data, or combined with the cloud for flexibility.

This page is the summary. The full guide has the detail, all 18 pages of it.

PDF · 18 pages · 15-minute read. Free.

Get the free guide

Who it is for

Lab managers and directors

who must decide whether an ELN is right for their lab, and whether a LIMS or both would serve it better.

Research and development scientists

who still keep paper notebooks and want to share, search and connect their experimental data.

Labs with sensitive data or several sites

who must choose between a cloud-based, on-premises or hybrid ELN.

Written for Pharmaceutical and biotechnology, academic and government research, environmental and food testing, forensic, and industrial and manufacturing labs.

About the author

Brandon Holland

Marketing & Operations Digital Solutions Architect

Brandon Holland is the Marketing & Operations Digital Solutions Architect at LabLynx, where he writes guides and articles for lab professionals. He wrote this guide to help labs decide whether an ELN is right for them, how it differs from other lab management tools and how it can help a team reach its goals.

LabLynx has built laboratory information management software for more than 25 years.

Put it into practiceGet started with LabLynxOnce you have answered the guide's first questions (what data you manage, which standards you must meet, who needs access and what must connect), talk to LabLynx about whether an ELN, a LIMS or both fit your lab. Ask for personalized information, a demo or pricing.Talk to a LabLynx specialist

About the guide

Answers from the guide, in brief.

Get the free guide

When does the guide say an ELN is a good choice for a lab?

When paper can no longer keep pace with the lab's data and regulations, and the work is experimental. The guide lists four limits of paper notebooks: they can be damaged, stolen or misplaced; sharing or co-authoring entries is cumbersome; finding a data point means flipping through pages; and they cannot connect with instruments or software. It calls an ELN ideal for innovation-driven environments and best for research and development teams who need creativity and flexibility.

When does the guide point a lab toward a LIMS instead, or toward both?

A LIMS is structured around sample tracking, inventory management and predefined workflows, so the guide sees it as ideal for quality control and production labs with repetitive tasks and high-volume data that prioritize compliance and efficiency. For many labs it recommends both: the ELN captures the creative and exploratory side of research, the LIMS keeps operations efficient and compliant, and integration sends results from one to the other without retyping.

What questions does the guide say to answer before choosing an ELN?

Four: what types of data the lab generates and manages; which regulatory or compliance standards it must meet; how many team members will use the notebook and what level of access each needs; and whether it needs integrations with instruments, a LIMS or other software. The guide calls identifying these requirements essential before choosing an ELN, and makes it the first step in getting started.

Which type of ELN does the guide match to which kind of lab?

Generic ELNs, with flexible templates and data entry, suit labs with diverse workflows. Discipline-specific ELNs add tools for chemistry, biology or genomics, such as reaction tracking and stoichiometry calculators, or records of cell cultures and PCR setups. Cloud-based ELNs suit remote teams and labs with several locations; on-premises ELNs give maximum control to labs with sensitive or proprietary data; hybrid ELNs combine flexibility with high security for critical data.

What does the guide say an ELN adds beyond replacing paper?

It enhances the work rather than just digitizing it: data recorded consistently, customizable templates for uniform entry, and built-in audit trails and electronic signatures for GLP, FDA 21 CFR Part 11 or ISO 17025. In the guide's pharmaceutical example, instrument data is captured automatically, a remote colleague adds input and the compliance officer reviews the audit trail. It also covers automated reporting, analytics dashboards and AI that predicts outcomes and spots anomalies.

Which labs does the guide say use ELNs, and for what?

Pharmaceutical and biotechnology labs, for drug discovery, clinical trials and regulatory documentation under FDA and EMA standards; academic and government research labs, for data sharing, reproducibility and accountability; environmental and food testing labs, for traceability and reporting; forensic labs, for tamper-proof evidence and chain-of-custody records; and industrial and manufacturing labs, for quality assurance and product development. The guide adds that an ELN can adapt from a small startup to a multinational corporation.

Free guide