
ISO 17025 and LIMS: What Your Software Must Support
For testing and calibration laboratories seeking or maintaining accreditation, ISO/IEC 17025:2017 is the definitive benchmark. Published by the International Organization for Standardization, it sets out the requirements for competence, impartiality,

How to Choose an ELN: 10 Questions to Ask Before Buying
Selecting an Electronic Laboratory Notebook (ELN) is one of the most consequential software decisions a modern laboratory will make. Done right, it replaces fragmented paper notebooks and spreadsheets with a

How to Choose a LIMS: 10 Questions to Ask Before Buying
A practical buyer’s guide for lab managers, quality directors, and IT teams evaluating Laboratory Information Management Systems. Selecting a Laboratory Information Management System (LIMS) is one of the most consequential

AI in Laboratory Software: What’s Actually Working in 2026
81%of pharma firms now deploy some form of AI in R&D 68%of AI initiatives fail due to poor data quality 14%annual increase in AI use across labs (Pistoia Alliance, 2024)

FAIR Data Principles for Laboratories: A Practical Guide
This article is based on the original FAIR Guiding Principles published in Nature Scientific Data (Wilkinson et al., 2016), the GO FAIR Initiative framework, and the NIH Data Management and

Best LIMS Software in 2026: The Independent Guide to Laboratory Information Management Systems
This best lims guide reviews 7 LIMS platforms based on independently verified information from vendor documentation, product release notes, user reviews on G2 and Capterra, and industry sources. No vendor

What is ALCOA+? Data Integrity in Laboratory Environments
This article is based on official regulatory sources: FDA’s 2018 Data Integrity and CGMP guidance, PIC/S PI 041, EMA’s 2010 Reflection Paper, MHRA’s GxP Data Integrity guidance, and WHO TRS

What is 21 CFR Part 11?
A Practical Guide for Lab Software in 2026 This guide is based on the official 21 CFR Part 11 regulatory text (eCFR), FDA’s Scope and Application Guidance (2003), FDA’s final

LIMS Software Pricing Models Explained
Selecting a Laboratory Information Management System (LIMS) is not just a technical decision—it is a financial strategy. Understanding LIMS Software Pricing Models Explained is essential before signing any contract. LIMS

Common LIMS Implementation Challenges
Implementing a Laboratory Information Management System (LIMS) is one of the most strategic decisions a laboratory can make. However, understanding Common LIMS Implementation Challenges is essential before starting the journey.

Open-Source ELN Software: Pros and Cons – Critical Factors Every Lab Should Evaluate
As laboratories accelerate digital transformation, many organizations explore alternatives to expensive proprietary platforms. One option that often attracts attention is Open-Source ELN Software: Pros and Cons. At first glance, open-source

Cloud ELN vs On-Premise ELN: Powerful Insights to Choose the Right Deployment Model
As laboratories accelerate digital transformation, one critical decision emerges: Cloud ELN vs On-Premise ELN. Electronic Laboratory Notebooks (ELNs) are now central to compliance, collaboration, and data integrity. But choosing how

ELN Compliance and Data Integrity: Critical Strategies to Ensure Regulatory Confidence and Scientific Trust
In today’s regulated laboratory landscape, ELN Compliance and Data Integrity are no longer optional technical features—they are foundational requirements for operational legitimacy and scientific credibility. Electronic Laboratory Notebooks (ELNs) have

LIMS Validation Explained : Critical Steps to Ensure Compliance, Data Integrity, and Audit Readiness
In regulated laboratory environments, few topics are as critical—and as misunderstood—as LIMS Validation Explained. Whether you operate in pharmaceutical manufacturing, clinical diagnostics, biotech R&D, or environmental testing, validating your Laboratory

Paper vs Electronic Lab Notebook: 11 Powerful Reasons Smart Labs Are Going Digital
Laboratories around the world are facing a critical decision: Paper vs Electronic Lab Notebook. For decades, scientists relied on handwritten notebooks to document experiments, record observations, and protect intellectual property.

ELN vs LIMS: What’s the Difference?
Let’s break it down clearly, practically, and strategically! At first glance, ELN and LIMS may look similar. They both digitize laboratory processes. They both store data. They both improve compliance.