LabLynx articles
LIMS, ELN and lab management articles
LabLynx writes about choosing, justifying and running a LIMS or ELN, laboratory compliance, sample management, instrument integration and lab automation. The articles come from the LabLynx team, who build and support the software, and are written for lab managers, quality leads, IT and informatics staff, and scientists. The most-read articles come first, then the newest, then every article by category.
The 2026 Laboratory Compliance Calendar: Every Deadline and Where It Actually Stands
Regulatory shifts landing in 2026, the frameworks behind them, the financial case for getting ahead, and a phased roadmap from gap analysis to accreditation.
Most read
Start here: the articles our readers act on most, as of September 2026.
The API Economy: Why Your Lab’s Data Should be a Revenue Stream, Not a Liability
Treating lab data as a product: EMR and billing integrations, secure API gateways, and three models for charging partners for access to results.
How to Build a Business Case for LIMS
A framework for pitching lab software to executives: quantify the problem, map it to stakeholder priorities, model the return and answer the risks.
The Top 20 Free Software Applications for Research Labs
Twenty no-cost tools across notebooks, literature search, statistics, visualization, reference management and bioinformatics, with what each one is good for.
AI Agents in the Lab – Moving From Analysis to Autonomous Action
The difference between AI that analyzes and AI that acts, with agent use cases in sample routing, maintenance, inventory and QC, and the groundwork each needs.
CAP Accreditation for Laboratories: Elevating Diagnostic Excellence Through Rigorous Standards
What CAP accreditation involves, the peer inspection process and checklist scope, where labs commonly stumble, and how software keeps records ready.
How LabLynx Is Revolutionizing Used Oil Analysis with AI: A Smarter, Faster Path to Tribology Insights
Pairing tribology expertise with a private AI model trained on your own lab data and rules, so used oil reports move faster without losing judgment.
Latest
Newest first.
Leaving Element or HORIZON LIMS? Move on Your Own Timeline
What should your lab do when Promium Element LIMS or HORIZON LIMS reaches end of life?
LabLynx One: Built Around Solutions, Not Functionality
What is LabLynx One? LabLynx One is the next generation of LabLynx: one laboratory platform, available now, built around ready-to-use solutions for specific laboratory work such…
Oil Analysis Limits Belong to the Compartment, Not the Lab
Oil analysis alarm limits should belong to the compartment, not to the laboratory, because an engine, a hydraulic system and a final drive carry different oils and fail…
The Attachment Problem: What a Signed Record Should Hold
A signed electronic record should hold its own evidence.
An Instrument Out of Calibration Should Not Be Bookable
An instrument that is overdue for calibration or was found out of tolerance should not be bookable until it is cleared, and the system should say why.
Stability Study Software Should Know the Calendar on Day One
Stability study software should create every pull the day a study opens, per timepoint, condition, batch and pack, so overdue is a count, not a calculation.
Every article, by category
Lab Trends & Insights
The laboratory landscape is evolving rapidly with advancements in AI, automation, predictive analytics, and digital transformation.
Leaving Element or HORIZON LIMS? Move on Your Own Timeline
What should your lab do when Promium Element LIMS or HORIZON LIMS reaches end of life?
LabLynx One: Built Around Solutions, Not Functionality
What is LabLynx One? LabLynx One is the next generation of LabLynx: one laboratory platform, available now, built around ready-to-use solutions for specific laboratory work such…
Oil Analysis Limits Belong to the Compartment, Not the Lab
Oil analysis alarm limits should belong to the compartment, not to the laboratory, because an engine, a hydraulic system and a final drive carry different oils and fail…
- The Attachment Problem: What a Signed Record Should Hold
- An Instrument Out of Calibration Should Not Be Bookable
- Stability Study Software Should Know the Calendar on Day One
- Environmental Monitoring: The Excursion Isn’t the Event
- Lab Instrument Integration: Why It Breaks in Year Two
- Laboratory Execution Systems: Ticked Is Not Executed
- Types of LIMS: There Are Types of Labs, Not Types of LIMS
- Does Your LIMS Need to Be Validated? What Each Regulator Asks For
- The Lab Staffing Shortage Isn’t Going Away. Here’s What the Smartest Labs Are Doing Instead.
- LIMS Madness: 16 Lab Pain Points Go Head-to-Head in the Ultimate Laboratory Bracket
- Securing the Autonomous Lab: Why AI Agents Require Different Cybersecurity
- AI Agents in the Lab – Moving From Analysis to Autonomous Action
- M&A Readiness: Why LIMS is Your Most Valuable Due Diligence Asset
- The API Economy: Why Your Lab’s Data Should be a Revenue Stream, Not a Liability
- Is Your Laboratory Falling Behind? How Advanced Labs Are Driving Growth and Profits
- What Labs Can Learn from Tech Giants Like Netflix, Amazon, and Tesla
- Not Our First Sample: How More Than 25 Years of Lab Management Experience Drives Results
- The Top 20 Free Software Applications for Research Labs
- The Laboratory Technology Maturity Framework: Upgrading Your Lab for Efficiency and Innovation
- Preparing for the Future: What Labs Should Consider for 2025
- The Future of Healthcare Lab Management: Trends and Technologies to Watch
- Healthcare: Choosing Convenience Over Primary Care
- Technology Trends in the Mining Industry
- Benefits of Laboratory Courses in Education
- 3D Printing: From Plastic to Prime Rib
- New Biofuels Research: Turning the Unwanted into Energy
- Redeveloping Abandoned Mines in the US
- Breaking Barriers: Challenges for Women Scientists in Lab Management and the Path Forward
- Consumer Complacency with Food Safety Alerts
- Nuclear Fusion Breakthrough: Decades More Research Still Needed
Industry Applications & Solutions
Every industry has unique testing, compliance, and workflow requirements.
Chain of Custody for Environmental Labs: The Form Is Not the Requirement
Where paper custody forms break down past 1000 samples a month, plus sample ID standards, transfer controls and a five-step path to automating the process.
FSMA 204 Moved to 2028. Your Retail Customers’ Deadlines Did Not.
The federal date slipped to 2028 but Walmart and Kroger set their own supplier deadlines, and the traceability gap most food suppliers miss sits in the lab.
Environmental Monitoring Lab: One Sample, Step by Step
Inside the testing an environmental monitoring lab performs across water, air, soil, toxicology and microbiology, and where better data handling pays off.
- The Critical Role of Laboratories in Global Food Security
- 6 Reasons Your Healthcare Lab Needs Web Portals
- Infectious Disease Testing: The $47 Billion Market Opportunity Clinical Labs Cannot Afford to Miss
- Forging the Future: How Modern LIMS Drives Precision and Compliance in Metallurgy Labs
- Unseen Threads of Lab Excellence Driving Textile Innovation and Profitability
- Allergen Testing that Protects Every Bite and Builds Trust
- From Fields to Food Safety: How Agriculture Labs Drive Pesticide Research and the Role of Lab Management Solutions
- Minimize Cross Contamination in Food Testing Labs with a LIMS
- Environmental Disaster Response Labs: The Critical Science Behind Containing Catastrophe
- Animal Feed Quality Control Testing: Safeguarding Safety and Nutrition from Farm to Table
- How Electronic Lab Notebooks (ELNs) Are Advancing Research Across Industries
- Revolutionizing QA/QC Labs: Your Path to Precision and Excellence
- Driving Innovation in Manufacturing Labs for Greater Efficiency and Cost Savings
- Streamlining Case Management: How LIMS Empowers Medical Examiners
- Revolutionizing Chemical, Petrochemical, and Biofuels Labs: How LabLynx LIMS Streamlines Your Operations
- From Aerospace to Automotive: LIMS as the Backbone of Advanced Materials Innovation
- The Lab’s Secret Weapon: How LIMS Transforms Food Testing Efficiency and Waste Reduction
- The Evolving Medical Microbiology Lab: A Deep Dive into Testing, Technology & the Future
- Inside Wine Testing Labs: How Science Ensures Quality in Every Bottle
- Soil Testing Labs Offer Insights Beyond Crop Maintenance
- LIMS Functionality Spotlight – Portal for Oil Exploration Labs
- How Wastewater Treatment Labs Keep Our Water Clean and Communities Safe
- Inside Bee Research Laboratories: How Science Protects Pollinators and Our Planet
- The Role of Food and Beverage Stability Testing
- Package Testing Labs: Unsung Heroes in Quality Consumer Products
- Laboratory Informatics in the Pulp and Paper Industry
- What Happens in Whiskey Testing Labs? Exploring the Science Behind Every Sip
- Advantages of a Contract Testing Laboratory
- The Value of Shelf Life and Stability Studies
- Oil and Gas Exploration: The Role of the Lab and LIMS Software
Laboratory Operations & Efficiency
Running a high-performing laboratory requires streamlined workflows, minimized human error, optimized inventory, and fast turnaround times.
5 Manual Lab Tasks a LIMS Handles For You
Five jobs worth handing to software first, including instrument data entry, chain of custody, certificates of analysis, holding times and spec checking.
Five Traceability Mistakes That Compromise Lab Quality Investigations
Five recurring gaps that break sample history, from split records and manual transcription to corrective actions living in email, and how to close them.
Mastering Laboratory Change Management: Transform Your Lab with Confidence and Experience
Why software rollouts stall, and how to handle staff resistance, data migration, phased implementation and training so a new system actually gets adopted.
- Maximizing Laboratory Efficiency and Profitability: How LIMS Supports Your Lab’s Accounting Needs
- How a LIMS Can Streamline Employee Resource Management During the Holidays
- The High Cost of Slow: Why Speed is the New Competitive Edge for Laboratories
- End of Year Lab Management: Strategies to Close the Year Strong and Start Fresh
- Could Your Lab Pass the Escape Room Test?
- How Smarter Lab Management Can Drive Real Environmental Impact
- Laboratory Reporting: Improving Accuracy, Efficiency, and Compliance
- Reducing Human Error in Labs: Strategies for Safer, Smarter Science
- Lost Samples? The Label Blunder That’s Costing Labs Millions (Fix It With This Simple Inventory Trick!)
- How Lab Client Portals Reduce Inbound Requests and Enhance Efficiency
- Enhancing Lab Preparedness During Peak Influenza Activity: A Seasonal Readiness Guide
- Why More Labs Are Outsourcing Sample Management to Reduce Costs
- Mastering Lab Inventory: How LIMS Transforms Management and Efficiency
- Building Resilient Labs: How LIMS Protects Critical Operations During Disasters
- Contingency Plans for Clinical and Medical Labs: Ensuring Operational Continuity with LIMS
- Supply Chain Resilience in the Lab: Fortifying Your Operations Against Disruptions
- How a LIMS Solution Can Be Your Lab’s Lifeline in a Disaster
- Error-Proof Your Lab, Elevate Your Patient Safety
- Unlocking Agile Operations: Harnessing Enhanced Mobility and Remote Capabilities in LIMS Technology
- Multi-Location Lab Management That Unifies Operations and Scales Success Across Every Site
- Out-of-Date Lab Tech Means Management Challenges: How LIMS Can Transform Your Lab’s Operations
- Running a Smarter Lab Starts Here with Modern Lab Management Services
- Creating an Effective Quality Control Laboratory
- Align Your LIMS and Org Chart to Optimize Lab Performance
- Everything You Need to Know About Lab Inventory Management
LIMS & Lab Management Fundamentals
Building or optimizing a laboratory information management system starts with understanding the fundamentals.
Too Big for Spreadsheets, Too Small for a LIMS Project
A realistic sequence for leaving spreadsheets, Access and paper behind without pausing testing, including what happens to old data and who does the work.
How a LIMS Is Priced, and What Per-Seat Does to a Lab
Breaks a quote into licensing, implementation, hosting and support, explains what drives the number up or down, and gives realistic ranges by lab size.
Cloud or On-Premises LIMS: The Decision Is Not About Security
Compares cloud and on-premises hosting on cost, deployment speed, accessibility, scalability and data control, with a checklist for deciding between them.
- LIMS vs ELN: Converged on Features, Not on the Unit of Work
- Laboratory Informatics: Five Kinds of Data, Three Decisions
- LIS vs LIMS: Two Words, Four Desks, One Expensive Mistake
- How Does a LIMS Work, and What Makes an Implementation Fail?
- LabLynx Launches ELabELN: Bringing More Than 25 Years of Lab Management Expertise to Every Laboratory
- How to Build a Business Case for LIMS
- The Importance of LIMS Scalability
- Lab Management Support: Why the Right Partner Makes All the Difference
- Why Consulting Is the Difference Between Software and Real Solutions
- How to Migrate from Paper Lab Notebooks to a Digital ELN: A Step-by-Step Guide
- Revolutionizing Laboratory Management: Introducing the LabLynx Suite Offerings
- Tailoring LIMS for Success: Why Customizable Solutions are Essential for Specialty Labs
- The Critical Role of LIMS Consulting: Why Experience Matters & How LabLynx Delivers Your Perfect LIMS Solution
- Addressing the Discontent Among Lab Managers with Their Current LIMS Solutions
- Making the LIMS Business Case: Getting Approval for a New LIMS
- LIMS Data Migration: Bringing Order from Chaos
- Expanding Your Lab? Your LIMS Makes a Difference
- Are You Happy with Your LIMS?
- LIMS Customization vs Configuration — What’s Best for Your Lab?
- LIMS Optimization: Aligning a LIMS to the Way Your Lab Works
- Build vs Buy LIMS: Which is the Right Choice for Your Lab?
Laboratory Compliance & Regulations
Regulatory compliance is a core requirement for accredited and commercial laboratories.
The 2026 Laboratory Compliance Calendar: Every Deadline and Where It Actually Stands
Regulatory shifts landing in 2026, the frameworks behind them, the financial case for getting ahead, and a phased roadmap from gap analysis to accreditation.
The PFAS Deadline That Did Not Move: Initial Monitoring Is Due April 26, 2027
EPA proposed moving PFAS treatment compliance to 2031, but initial monitoring results are still due April 26, 2027. What systems and labs must complete first.
How to Prepare Your Lab for an Inspection in 30 Days
A week-by-week plan for the month before an audit, covering gap analysis, documentation, data integrity, training, equipment records and a final mock inspection.
- The ISO 17025 Advantage: Your Blueprint for a Compliant, High-Performing Lab
- CAP Accreditation for Laboratories: Elevating Diagnostic Excellence Through Rigorous Standards
- CLIA Compliance in the Laboratory: Ensuring Accuracy, Quality, and Diagnostic Confidence
- Good Manufacturing Practice (GMP) in the Laboratory: Ensuring Consistency, Safety, and Compliance
- Good Laboratory Practice (GLP) Compliance in the Lab: Building Data Integrity and Regulatory Confidence
- 21 CFR Part 11 Compliance in the Laboratory: Ensuring Trustworthy Electronic Records and Signatures
- HIPAA Compliance in the Laboratory: Safeguarding Patient Data with Confidence
- What Is TNI/NELAP Accreditation and Why It Matters for Your Laboratory
- HACCP Compliance Made Simple with Smart Lab Management
- Mastering ISO 22000 Compliance: The Lab’s Role in Global Food Safety
- Navigating the FDA’s Synthetic Dye Phase-Out: How LabLynx ELN Empowers Laboratories to Ensure Compliance and Safety
- The NIH’s 2025 Data Management and Sharing Policy: How ELNs Help You Stay Compliant
- The Future of Laboratory Compliance: Adapting to FDA and EU Regulatory Changes in 2025 and Beyond
- Strengthening Laboratory Operations with Governance, Risk, and Compliance (GRC): How a LIMS Can Help You Stay Ahead
- How the LabLynx LIMS Helps Labs Achieve Good Laboratory Practice
- FDA Modernization Act 2.0, NAMs, and Their Impact on Laboratories
Lab Automation & Innovation
Automation and smart technologies are revolutionizing laboratory work.
Lab Automation: Which Processes Pay, and Which Ones Do Not
A category built on optimism deserves a sceptical test. Three conditions decide whether a process is worth automating, and knowing which of yours qualify is the whole exercise.
AI-Driven Pharma LIMS Analytics: Transforming Lab Data Into Actionable Insights
Where AI adds value on top of a pharma LIMS, turning sample and production data into trend detection, prediction and faster decisions in R&D and QA.
Predicting Machine Failure in Gold Mining with AI-Powered Oil Analysis: A Game Changer for Operational Uptime
Using lubricant analysis and pattern models to catch transmission and hydraulic failures before they stop haul trucks, drills and processing plants.
- How LabLynx Is Revolutionizing Used Oil Analysis with AI: A Smarter, Faster Path to Tribology Insights
- No Downtime, No Guesswork: How Self-Maintaining Labs Are Reshaping Science
- Innovations Unveiled at SLAS 2025: The Future of Lab Automation
- Upgrade Your Lab: How Investing in Cutting-Edge Instruments Drives Efficiency and Innovation
- Real-Time Monitoring and Data Collection: Revolutionizing Laboratory Operations with IoT
- Leveraging Dashboards and Data Visualization in LIMS for Smarter Lab Decisions
- Remote Monitoring and Collaboration in Lab Environments: A New Era of Scientific Innovation
- AI-Powered LIMS: The Future of Clinical Laboratories Unveiled
- Sample Management Reimagined with IoT and Automation
- Predictive Analytics & Machine Learning: Revolutionizing Quality Control in the Modern Lab
- Revolutionizing Laboratory Operations with Digital Innovation and Advanced Analytics
- Automation in Farming Can Forever Change the Agriculture Industry
Laboratory Data Management & Security
Laboratory data is one of your most valuable—and vulnerable—assets.
Cybersecure Labs: How to Safeguard Data, Devices, and Discovery in a High-Risk Digital World
Five threat patterns labs actually face, from phishing to instrument and IoT exposure, with practical controls for access, audit trails and data protection.
Laboratory Data Privacy in the Age of AI: Protecting Science, Patients, and Trust
Access control, encryption, audit trails and retention rules that protect patient and research data as AI systems start processing lab datasets at scale.
Beyond Locks and Logins: A 2025 Playbook for Lab Management Security
Practical security benchmarks for labs, covering encryption, zero-trust access, audit trails and cloud hardening, plus where breach risk actually concentrates.
- The Crowdstrike/Windows outage and the LabLynx LIMS
- Protecting Sensitive Data in Oil and Gas Labs with LIMS
- Managing Laboratory Security in a World Where Data, Samples, and Compliance Are Always at Risk
- Identity and Authentication in LabLynx LIMS Solutions
- Need to Know: Control Who Sees What in Your LIMS
- Why Choose Between Flexibility and Security in a Clinical LIMS?
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