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LIMS and ELNs – News and Features

Fingertips from a human and robotic hand touching, surrounded by AI-associated icons.
Article

From Digital Filing Cabinets to Co-Scientists: Mapping the Three Stages of Lab AI Maturity

This article explores the lab AI maturity curve in biopharma R&D, from passive ELNs to active AI-powered systems that streamline workflows and protect institutional knowledge.
Scientist analyzing proteomics data on a computer screen beside a microscope in a laboratory.
Industry Insight

How Industry Is Moving Proteomics From Discovery to the Clinic

Industry leaders describe how proteomics is shifting toward clinical and applied use through standardized workflows, scalable sample preparation, robust assays, and integrated data systems.
Female scientist holding a tablet inside a laboratory.
Industry Insight

From ELNs to AI Laboratory Notebooks

To learn more about AI laboratory notebooks (AILNs) and how ELaiN is helping scientists move from note-taking to discovery, Technology Networks spoke with Dr. Rob Brown, global vice president and head of scientific office at Sapio Sciences.

Illustration of a human hand pointing to an interface displaying data icons.
Article

The Future of Laboratory Compliance: How Automation Is Transforming Equipment Validation

Discover how automation is revolutionizing laboratory processes, changes in the regulatory landscape, and how labs can stay ahead in this article by Brent Hart.
A person using a holographic touchscreen, displaying a flowchart and some binary code.
Industry Insight

AI Brings the Next Generation of the Electronic Lab Notebook

Discover how an AI-enabled electronic lab notebook can help researchers to optimize experiments, collaborate and work smarter in R&D labs.
Modern data center with illuminated server racks, representing digital science infrastructure.
Article

Will Labs Wake Up to the Environmental Cost of Data Crunching?

The rise of digital science is reshaping lab sustainability. In this article, experts highlight the need for new standards to account for computing’s growing environmental impact.
A speaker presenting in front of a large, curved presentation screen at the Lab of the Future Europe Congress. The focal point is the presentation deck, reading "Lab of the Future Survey".
Article

“AI Skills Gap” on the Horizon, Signals Lab of the Future Survey

From AI adoption to data sharing, see what’s shaping the lab of the future in 2025 – and why education could be the next big challenge for labs.
A speaker presenting at the Lab of the Future Europe Congress, with a packed room of audience members. Focal point is the presentation deck with a darkened room of audience heads.
Industry Insight

Tomorrow, Today: Experts Discuss the Lab of the Future

In this article, we explore how AI, robotics and advanced software are transforming biopharma labs, the challenges of adopting these technologies and the vision for the “Lab of the Future.”
Close-up of pipette tips dispensing green liquid into a microplate for high-throughput screening.
Article

High-Throughput Screening: Principles, Applications and Advancements

Understand how high-throughput screening works and why it's crucial for faster, more efficient small molecule and biologics discovery.
A researcher in a white lab coat operating a digital tablet, with blue scientific holograms emerging from it.
Industry Insight

Lab of the Future Europe 2025: Transforming Life Science Research

From AI to digital laboratories, discover how new technologies are shaping the future of science at Lab of the Future Europe 2025.
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