In a world where R&D discovery is moving at light speed, why are quality systems still tethered to paper? 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.

Discover how Delaware’s innovative AI sandbox is allowing companies to "fail fast" safely to accelerate biopharmaceutical manufacturing. If you’re struggling to navigate the transition to autonomous labs, this episode provides the expert insight needed to ensure your data traceability and regulatory frameworks keep pace with innovation.

Resources:

➥ Harmonizing Progress: Bridging BioPharma, Technology, Academia, and Healthcare for Advanced Drug Manufacturing: https://pmc.ncbi.nlm.nih.gov/articles/PMC10759976/

➥ The National Institute for Innovation in Manufacturing Biopharmaceuticals: https://www.niimbl.org/

➥ Delaware’s AI Sandbox: https://news.delaware.gov/2025/07/23/delaware-launches-bold-ai-sandbox-initiative-cementing-its-role-as-a-national-leader-in-responsible-tech-innovation/

➥ Subscribe to Informatics Insider Newsletter: https://info.csolsinc.com/subscribe-to-newsletter

Chapters:

00:00 Introduction to AI in Life Sciences

02:07 Bridging the Gap: AI in Biopharmaceutical Manufacturing

05:27 Synthetic Control Arms: Revolutionizing Drug Trials

09:06 Personalized Medicine: The Batch of One

10:14 Trusting AI: The Threshold for Autonomous Experiments

12:53 Delaware's AI Sandbox: Innovation in High-Stakes Environments

15:44 Practical Tips for Implementing AI in Labs

Considering a LIMS or ELN implementation? In this episode, Luc Duijsens, a seasoned leader in digital quality transformation and LIMS implementation, offers invaluable insights from his experience.

Luc delves into the complexities of maintaining customized LIMS environments, clarifies the differences between various LIMS platforms, and provides practical advice for organizations selecting new systems. A core theme of the discussion is the critical need for robust documentation, effective communication, and meticulous master data management. Luc strongly advocates for treating LIMS as a product with ongoing maintenance rather than a one-time project.

The conversation also explores related topics, including the integration of ELN systems, preparing legacy data for AI readiness, and the merits of on-premise versus cloud solutions. Don't miss this candid discussion where Luc shares his most challenging moments, detailing the successful decisions he made and the key lessons learned from mistakes along the way.

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Chapters

00:00 Introduction to LIMS and AI Readiness

02:15 Luke's Professional Background and LIMS Experience

03:21 Challenges and Rewards of Customizing LIMS

05:47 Key Differences Between LabWare LIMS and LabVantage LIMS

07:08 Advice for Selecting a New LIMS Platform

09:29 Lessons from ELN Integration

11:35 Improving Communication in Lab Operations

13:29 Master Data Management Best Practices

15:31 Making Legacy Data AI Ready

17:34 Configuration vs. Customization in LIMS

19:07 On-Prem vs. Cloud LIMS Upgrade Considerations

20:23 Final Advice: Treat LIMS as a Product

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CSols Inc. is recognized as the premier Laboratory Informatics Solutions Provider in North America and has done so by earning and maintaining a reputation for excellence in everything we do. Our services include strategic planning and selection, implementation and enhancement, and computer system validation services with Data and Analytics sprinkled throughout to help you with your strategy, data capture, and insight-driven decision-making. Through our team of informatics, domain, regulatory, and IT experts, we have been providing consulting services to the Life Sciences and other industries for over two decades.

➥ CONTACT US: https://www.csolsinc.com/contact-us/

➥ Life Sciences Case Studies: https://www.csolsinc.com/industries/life-sciences

➥ Stay up to date with lab informatics news: https://info.csolsinc.com/subscribe-to-newsletter

📢 Don't forget to LIKE, COMMENT, and SUBSCRIBE for more insightful content!

#LabInformatics #ELN #DigitalTransformation #MasterData #LifeSciences #LabAutomation

Go behind the curtain with a LIMS Developer to learn what really happens during a LIMS deployment. This episode tackles the gap between "best practices" and reality, revealing the many ways teams can sabotage their new system.

Discover the crucial difference between configuration and customization, why rigid requirements need real-time checks, and how Time & Materials projects differ from Fixed Price. Listen now to ensure your next LIMS project is a success, not a struggle!

Additional Resources: https://www.csolsinc.com/resources/lims-customization-vs-configuration

Stay up to date with lab informatics news: https://info.csolsinc.com/subscribe-to-newsletter

#CSolsPodcast, #LIMSImplementation, #LIMSDeployment, #LessonsLearned, #LIMSConfiguration, #LIMSDevelopment #BestPractices

Are you a lab manager struggling to secure budget approval for a crucial LIMS or ELN project? This episode is your guide to winning over skeptical executive leadership.

Join host Megan Pettyjohn and informatics expert Tim Histen, who has managed over 40 implementations, as they tackle the challenge 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.

Learn More: https://www.csolsinc.com/resources/how-much-does-not-having-a-lims-cost

Stay up to date with lab informatics news: https://info.csolsinc.com/subscribe-to-newsletter

#CSolsPodcast, #LabInformatics, #LIMS, #ELN, #BudgetApproval, #ExecutiveBuyIn, #DigitalTransformation

Unpack the reality behind the buzzwords—from AI and IoT to VR and the foundational role of the cloud. Dan DeAlmeida from ZONTAL explains which technologies are truly making a difference today and which are niche. The conversation focuses on a critical point: the biggest barrier to innovation isn't the technology, it's change management.

Learn how to define your lab's future not by chasing a product, but by taking a workflow-first approach and embracing "incremental excellence." This episode offers actionable insights on how to blend data flow with your scientific process to create a seamless, Amazon-like experience for your scientists. Listen now to move past the hype and start building your adaptive, evolving lab environment.

CSols Partners:

https://zontal.io/

https://www.csolsinc.com/partners/zontal

Subscribe to our newsletter:

⁠https://info.csolsinc.com/subscribe-to-⁠⁠newsletter⁠

#CSolsPodcast, #ZONTAL, #LabOfTheFuture, #DigitalLab, #DigitalTransformation, #AI, #CloudComputing, #IoT, #LabAutomation

Dive into the complexities and immense potential of FAIR data with Becky Stewart and expert Nick Lynch as they 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 how to overcome common hurdles, break down stubborn data silos, and strategically implement FAIR principles—even with budget constraints. Plus, you'll get valuable resources to help you start your own FAIR data journey. If you want to unlock the true value of your lab's data and accelerate innovation, you won't want to miss these practical, actionable insights.

Additional Resources:

https://fairplus-project.eu/

https://pmc.ncbi.nlm.nih.gov/articles/PMC10199076/

https://faircookbook.elixir-europe.org/content/home.html

https://www.pistoiaalliance.org/resource-library/fair-maturity-matrix-2/

https://zenodo.org/records/7259464

Stay up to date with lab informatics news: ⁠⁠https://info.csolsinc.com/subscribe-to-newsletter

#CSolsPodcast, #FAIRData, #LabData, #DataManagement, #AI/ML, #DataScience, #LabInformatics, #Interoperability, #DataGovernance, #DigitalLab, #DataStrategy

What if the old, forgotten applications in your organization are secretly costing you a fortune and putting your entire network at risk? In this episode of Decoding the Digital Lab, host Lisa Richard (CSols) teams up with David Hunt (ZONTAL) to expose the high-cost reality of "zombie apps"—dormant software with minimal users and massive security vulnerabilities. Tune in to find out if your systems are zombies and what you can do to finally put them to rest.

ZONTAL: https://zontal.io/

Partner Info: https://www.csolsinc.com/partners/zontal

Stay up to date with lab informatics news: ⁠https://info.csolsinc.com/subscribe-to-newsletter

#CSolsPodcast, #ZONTAL, ZombieApps, #LabInformatics, #LegacySystems, #SystemDecommissioning, #DataArchiving