Resources and insights

Take control of LIMS demos with real workflows, scored outcomes, and smarter vendor comparisons that reduce risk and speed selection.

Stop waiting for "perfect" data and start transforming your research today. In this episode of Decoding the Digital Lab, Rob Brown from Sapio Science pulls back the curtain on how leading labs are moving past the AI hype to achieve 90% fewer physical compounds and 3x faster discovery phases.

CSols supported a global chemical company’s Canadian operations with a full SampleManager LIMS upgrade, data migration, and SAP integration. The result was a modern, cloud-based system that improved usability, ensured scalability, and positioned the labs for future growth.

ICH E6(R3) introduces a shift toward risk-based quality management, stronger data integrity, and updated validation expectations. As clinical trials become more digital and complex, organizations must align QMS, MES, and validation strategies to ensure compliance, improve oversight, and support reliable, high-quality data.

Still on SampleManager LIMS v12? Learn the risks of staying unsupported and how to plan a smooth, secure LIMS modernization.

Join host Becky Stewart and AI leader Patrick Callahan as they dive into the critical intersection of technology and life sciences. This episode breaks down the hurdles to regulatory acceptance of synthetic data and the rise of "agentic AI"—systems that don't just assist humans but proactively manage lab workflows.

Cut down on busywork and system slowdowns with lab workflow automation that fits your process, reduces errors, and frees up time for real lab work.

Discover how systems and instrument integration enhance lab operations. Learn to resolve format conflicts and increase productivity with CSols Inc.'s expertise.

Stop focusing on what happened in your lab and start predicting what’s next. In this episode, expert Ken Alves reveals how to shift from reactive firefighting to "predictive control."

Realize the potential of your lab's data by transforming fragmented silos into a high-velocity, AI-ready asset through a practical adoption of FAIR data.

Move beyond AI hype. Learn how data integrity, master data, and workflow design enable compliant, scalable AI in modern GMP environments.

Achieve true lab digital maturity. Learn how data readiness, integration, and strategy drive successful digital transformation and avoid costly pitfalls.

Maximize laboratory value on a limited budget by layering AI and automation onto existing informatics systems to recover thousands of labor hours and transform dark data into actionable insights.

Considering a LIMS or ELN implementation? In this episode, Luc Duijsens, a seasoned leader in digital quality transformation and LIMS implementation, shares insights on maintaining customized environments, understanding platform differences, and selecting systems strategically.

Upgrade and optimize LabWare 8 to surpass benchmarks in speed, scalability, and regulatory compliance in this impactful webinar.

Running an older LabWare version? Move to LabWare 8 for faster performance, stronger data integrity, and future-ready integration.

How does a small, six-person lab successfully manage a massive, enterprise-level LIMS? Find out in this episode where LIMS Admin, Luke Moser, reveals the strategies behind his lab’s transition from scattered spreadsheets to a robust LabWare system.

Tackle lab data management problems early with simple habits and the right lab data analytics platform to reduce errors and keep workflows running smoothly.

Turn STARLIMS from a data silo into an integrated hub that boosts efficiency, speeds decisions, and supports compliance across the enterprise.

The future of LIMS consulting is data-centric, not application-centric. Learn which outdated myths labs must leave behind.

Hear from an informatics expert who has managed over 40 implementations, as he tackles the challenges of translating lab needs into a language that resonates with finance and C-suite decision-makers. Tune in to build an unshakeable business case for your digital lab's future.

Show LIMS as a strategic investment by quantifying TCO savings, regulatory risk reduction, and scalable growth to secure CEO/CFO buy-in.

In this episode, unpack the reality behind the buzzwords—from AI and IoT to VR and the foundational role of the cloud. Hear which technologies are truly making a difference today and which are niche. Listen now to move past the hype and start building your adaptive, evolving lab environment.

Small shortcuts can lead to a big error in validation & compliance—learn why your lab's long-term success depends on getting validation right early.

Learn how modern laboratory informatics solutions like LIMS, ELN, and SDMS simplify legacy data migration by ensuring data integrity, compliance, and scalability.

Dive into the complexities and immense potential of FAIR data. Unravel why Findable, Accessible, Interoperable, and Reusable data is not just a buzzword, but the critical foundation for powering AI and revolutionizing R&D.

Discover key 2026 lab data strategy insights from a CSols survey of 156 industry leaders—see how your lab compares and plan ahead.

What if the old, forgotten applications in your organization are secretly costing you a fortune and putting your entire network at risk? This episode exposes the high cost of "zombie apps"—dormant software with few users and massive security vulnerabilities.

How to Choose the Right LIMS Consultant: Essential Domain and Technical Skills for Project Success

Learn LIMS & ELN efficiency hacks for chemical & energy labs. Boost accuracy, speed rollouts, and ensure compliance with expert tips

Discover how CSols Inc. uses a lab data analytics platform to spot issues early, reduce downtime, and boost lab efficiency and compliance.

A data-rich report on how digital transformation is changing the chemical and energy industries.

Host Megan Pettyjohn talks with CSols CEO Kyle McDuffie about how the One Big Beautiful Bill Act and tariffs are reshaping chemical and energy labs. They unpack the rise of onshoring and reshoring, the surge in U.S. manufacturing projects, and what it all means for QA/QC functions and informatics systems.

In this podcast episode, we tackle what the LIMS hosting models (on-prem, cloud, SaaS) mean for the end user. We explore how each option affects user empowerment, collaboration, and a lab's ability to adapt.

How Canadian life sciences labs are adapting to tariffs. Discover how LIMS supports smarter sourcing, inventory control, and cost optimization.

This episode of Decoding the Digital Lab, featuring Alex Chronis, explores the integration of AI into regulated laboratory workflows. AI, powered by lab informatics systems like LIMS, offers intelligent alerts, predictive modeling for instrument maintenance or environmental impacts, and NLP for faster data retrieval and reporting.

This is a must-listen episode for anyone considering a cloud LIMS, offering the unvarnished truth about what you need to know before you make the leap.

Discover how digital lab transformation enhances efficiency and reduces errors. Explore key steps for smoother data management, staff training, and integration.

CSols implemented SampleManager LIMS v21.1 at four sites, overcoming significant organizational and technical challenges to help standardize their systems and improve data security.

CSols Inc. successfully helped a Canadian pharmaceutical manufacturer, which had acquired new facilities, to implement and validate the new STARLIMS QM v12 system, overcoming challenges like a cyberattack, language barriers, and a client team unfamiliar with the new software.

Labs often struggle to track KPIs with LIMS. A consultant helps define metrics, configure systems, and build dashboards for better insights.

This episode dives into the transformative role of AI in research and development (R&D). Host Alex Chronis and guest Brandon Henning from STARLIMS discuss how AI can serve as a "human assistant," accelerating the analysis of massive datasets and automating repetitive tasks

Discover how LIMS bidirectional interfacing reduces errors, boosts efficiency, ensures compliance, and streamlines lab workflows.

Discover how ELNs help labs ensure compliance, enhance data integrity, meet FDA & GxP standards, and stay audit ready in regulated environments.

Learn the pros, cons, and costs of On-Prem, Cloud, and SaaS LIMS. Join our August 20 webinar to choose the right hosting model for your lab

This episode of Decoding the Digital Lab explores the practicalities of integrating AI into laboratories. Host Megan Pettyjohn and expert Glenn Everett discuss essential considerations beyond just software installation.

Tariffs disrupt lab supply chains, raise R&D costs, and cut funding—learn how informatics can help labs adapt and stay resilient.

⁠In this podcast episode, Veronica DeFelice from Sapio Sciences joins us as we explore digital transformation in drug discovery, where precision and tracking in biological data are crucial for maintaining accuracy and making advanced decisions.

Upgrade your LIMS to boost efficiency, stay secure, maintain support, and unlock new features that future-proof your lab’s operations.

A LIMS consultancy can ensure successful implementation, boost ROI, improve user adoption, and provide ongoing support tailored to your lab’s needs.

Learn how to make a compelling case for LIMS funding by showing ROI, addressing lab needs, and tailoring your pitch to management priorities.

Wondering whether to configure or customize your LIMS? Understand the pros, cons, and real-world impacts of each approach before your next project.

In this episode, talk about why technology projects often fail: it's rarely technical, it's about people. Discover why engaging your team from the start and understanding lab science are crucial for success, making projects 6x more likely to meet objectives.

Unlock the power of your lab’s data with a scientific data platform—streamline, harmonize, and analyze for smarter, faster science.

This episode demystifies AI's role in the lab, breaking down complex concepts for beginners. We explore real-world applications like intelligent alerts and smarter reporting, while addressing common misconceptions such as the "plug and play" myth and the idea that AI will replace humans. Learn why data quality and human oversight are paramount for successful AI implementation, ensuring efficiency, accuracy, and compliance. Tune in to understand how AI is transforming lab operations and how your organization can strategically embrace this technology to work smarter and stay competitive.⁠https://info.csolsinc.com/subscribe-to-newsletter

Choosing the right LIMS hosting model is critical—learn how to budget for on-prem, cloud, and SaaS to avoid delays and hidden costs.

Laboratories face increasing pressure to streamline workflows, enhance data quality, and accelerate decision making in an AI-moderated world. This ebook is a comprehensive guide to overcoming data silos and manual processes, enabling your organization to leverage its most precious resource its data for unparalleled efficiency, productivity, and informed insights

Don’t overlook hidden LIMS costs. Plan for infrastructure and carbon impacts early to avoid delays, overruns, and implementation issues.

This post describes the likely direct and indirect effects of federal funding cuts on labs in public health and clinical research. It highlights the potential for laboratory capacity issues, economic and social effects, increasing health disparities, and innovation losses.

In this premiere episode of the CSols Podcast, we explore how Laboratory Information Management Systems (LIMS) are transforming the oil and gas sector in Canada—from exploration to compliance.

Drowning in lab data? Learn how SDMS and scientific data platforms help labs manage, analyze, and future-proof scientific information.

In this webinar, learn the key things to consider when implementing and validating your CDS. It touches on topics such as firmware versions, integration, harmonization, and more.

CSols validates SoftMax Pro, enhancing lab data integrity, compliance, and system integration for informatics.

Explore real-world lab transformation with CSols. Expert insights on LIMS, leadership, compliance, and digital strategy that drive results.

Public health crises necessitate rapid and accurate testing that can require new assay methods. However, insufficient rigor in method validation can result in unreliable tests, such as the early faulty SARS-CoV-2 tests that produced false negatives, undermining efforts to track and slow disease spread.

Federal funding cuts to agencies like NIH and CDC are threatening lab operations, research progress, and staffing nationwide. This post breaks down the impacts and how lab professionals can adapt, advocate, and plan ahead.

Conveying your scientific research in a way that’s beautiful adds value to your data.

Expert consultants from CSols give advice about instrument integration based on their real-world experiences.

Integrating LIMS with instruments and systems has benefits for the Life Sciences Industry. Learn about best practices and challenges.

Discover how a leading food producer successfully addressed the challenge of a complex LIMS data migration, resulting in a seamless upgrade to LabVantage 7 and enhanced quality control processes.

The Tobacco Control Act of 2009 empowered the U.S. Food and Drug Administration to audit tobacco companies every two years, making it cost effective to implement a LIMS. This tobacco company did not have the resources in house to undertake such a project so they engaged CSols to help them choose an appropriate LIMS.

Explore how dry labs use computational modeling, AI, and informatics to drive Lab 4.0 research without physical experiments.

Join our LIMS project manager as she highlights key risk factors, common implementation pitfalls, and actionable strategies to ensure a smooth, successful rollout.

Organizations gain the most value when they are data-driven and have moved beyond siloed data sources such as LIMS or ELN to allow seamless data access. In this series of quick chats, we discuss how ZONTAL, a data platform, integrates organizations’ data (legacy and current) for optimized and seamless data-driven efforts.

Scope creep can derail your LIMS project. Learn how to define goals, manage timelines, and control changes with expert tips and strategies from the CSols informatics team.

Learn how interfacing forgotten analytical instruments with LIMS or LES improves lab efficiency, ensures compliance, and enhances data integrity.

Original Article posted on Technology Networks, March 18, 2021- why is data visualization important, and how can your LIMS assist?

The adoption of SaaS in laboratories brings benefits for the end users as well. What is lost in ownership is compensated by gains in efficiency or by offsetting capital expenditures.

Learn how life sciences organizations can leverage AI, ML, and data mesh for scalable, self-service data transformation and enhanced decision-making.

Choosing a LIMS or ELN can be confusing at best. It's easy to get overwhelmed with the myriad of available products and options.

The Analytical Scientist, June 21, 2016 - we see what happens when your lab computer systems fail, to help you make a disaster recovery plan.

Ensuring data is reliable, reproducible- and valuable- means companies must keep data integrity at the heart of their informatics operations.

Original Article posted on The Analytical Scientist, September 25, 2017- is SAP the only system you need to operate your laboratory?

Posted on The Institute of Validation Technology, June 9, 2017- What's in the new Data Integrity Draft Guidance for Different Industries

In this article, we look at the differences between 4 types of informatics systems: ELN, LIMS, CDS and LES. Geoff Turnbull helps answer some questions.

Learn more from Michael Barkan, senior informatics consultant with CSols Inc., about integrating Chromatography into your Lab Informatics Systems

A LIMS and an ELN can be complementary systems. It's important to select one that matches your needs, which depends on the desired outcomes.

Consulting helps avoid the cost of false starts by helping structure and plan your project. This includes helping develop realistic goals.

LIMS Success isn't easy as selecting the "right" Software. It's important to first define success in terms of implementation.

Kyle McDuffie runs his consulting business, CSols Inc., with a high degree of trust. Originally posted at The News Journal, Delaware Online

CSR in Context - How much value do you put on corporate social responsibility (CSR) in your laboratory? Read this and you may change your mind...

In this webinar, discover how eValidation systems can streamline compliance while automating CSA principles and GAMP 5 guidance. Learn from our Validation expert how these systems can enhance regulatory workflows and give your team the tools they need to ensure compliance with confidence.

Think of CSols as the on-call informatics multitool for your IT team. You'll benefit from our thought leadership, strategic problem solving, and shared commitment to your success.

Instrument integration streamlines lab workflows, reduces errors, and enhances data-driven decisions. Consider LIMS, ELN, or platform connections while ensuring scalability, data integrity, and seamless automation for efficiency.

STARLIMS Real World View enhances lab efficiency with real-time data visualization, interactive dashboards, and predictive analytics. It streamlines workflow automation, compliance, decision-making, and operational insights for modern laboratories.

STARLIMS configuration and customization enhance efficiency, reduce errors, and improve adaptability. Metadata Templates and Spec Schemas streamline workflows, while low-code tools simplify customizations for scalable, user-friendly lab informatics.

Choosing the right LIMS integration pathway - vendor tools or custom technologies - impacts efficiency, flexibility, and costs. Assess workflows, budget, and long-term goals to ensure seamless data exchange and scalability.

Effective lab data management ensures efficiency, compliance, and innovation. Adopting a unified informatics platform improves data accessibility, enables AI-driven insights, and streamlines workflows for scientific discovery and research advancement.

AI is transforming life sciences, but regulatory barriers and data quality issues persist. Ensuring FAIR, high-quality data now prepares labs for future AI advancements and policy changes.

A pharmaceutical contract manufacturer implemented LabVantage 8.4 LIMS to replace paper records. CSols provided validation expertise, ensuring FDA compliance, efficient documentation, and streamlined system implementation for future growth.