The Lab Staffing Shortage Isn’t Going Away. Here’s What the Smartest Labs Are Doing Instead.

With an estimated 20,000 to 25,000 unfilled laboratory positions across the U.S. and Canada, the staffing crisis is structural, not temporary. The smartest labs in 2026 are shifting their strategy from hiring alone to automating manual workflows, digitizing institutional knowledge, and using LIMS and ELN tools to recover 20-30% of operational capacity.[Read More]

Developing a Comprehensive Business Case for LIMS Implementation in 2026

Building a business case for LIMS implementation in 2026 takes more than a feature list. This Astrix article delivers a technical framework that connects quantifiable ROI to 21 CFR Part 11 compliance and AI-ready data foundations, with guidance on aligning C-suite priorities with lab operations and dismantling silos across the scientific lifecycle.[Read More]

Empowering a Global Biopharmaceutical Leader with Expert Scientific Informatics Consulting

A global biopharma's R&D ecosystem was buckling under post-acquisition integration failures, legacy gaps, and SaaS migration risks that vendor support and internal IT could not resolve. This Kalleid case study shows how an embedded informatics consultant blending biology, chemistry, and software engineering restored data integrity and accelerated research.[Read More]

Sapio Sciences brings Claude Cowork to the lab

Sapio Sciences has connected Anthropic's Claude Cowork to the Sapio Platform via Sapio Elain, its AI co-scientist, giving scientists and project leaders a single conversational interface to search, analyze and act on R&D data across ELN and LIMS. Built on Model Context Protocol, every action runs with full traceability to the requesting user.[Read More]

How to Win the LIMS Demo Game

Most LIMS selections fail not because the software is bad, but because the demo is a vendor performance and the lab never wrote the script. CSols offers an eight-step playbook for taking control with scenario-based workflows, standardized demo data, outcome-focused scoring, and implementation reality checks that produce defensible decisions faster.[Read More]

How to Move Fast Without Sacrificing Control in Laboratory Systems

In regulated labs, every system change risks triggering costly revalidation, so teams default to bundling updates into rare, high-stakes releases. This Labbit post borrows from software engineering and treats LIMS configuration as versioned changesets, giving teams clear system state, targeted validation, and faster iteration without losing control.[Read More]

Solving the Academic Research Reproducibility Crisis [White Paper]

Over 70% of scientists can't reproduce another researcher's results. The cost: $28 billion a year in wasted research. This whitepaper reveals why the crisis is fundamentally a documentation problem, what NIH and institutions are now mandating, and how an electronic lab notebook eliminates the root causes. Includes a free ELN option for academic labs.[Read More]