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QuartzBio Booth 508 Bio-IT World 2026
QuartzBio Booth 508 Bio-IT World 2026

Headed to Bio-IT World in Boston this year? Stop by booth #508 to see QuartzBio’s network of Sample and Biomarker Intelligence Agents live in action, with a personalized demo.

On day 2, you can catch Tobi Guennel, PhD, our CTO and Co-Founder, present:

“Interoperable AI Ecosystems: Modernizing Biomarker, Sample, and Clinical Workflows”
1:05 PM, Wednesday, May 20, Generative AI track

If you’re working at the intersection of data and clinical or translational strategy, don’t miss this chance to see how interoperable AI ecosystems can amplify your team’s impact.

Tobi will show you how our domain-specific agents

  • Automatically harmonize multimodal data
  • Unify ontologies across assays, trials, systems, and stakeholders
  • Automate interoperability across the entire Sample-to-Biomarker R&D lifecycle
  • Enable agent‑to‑agent collaboration using emerging standards (A2A, MCP)

You’ll see how you can get from data to insights 10X faster, while generating analytics, and visualizations in seconds to minutes instead of days or weeks — accelerating study close and time-to-market.

Use our scheduling link below or the conference app to book 1:1 personalized demo experience at Bio-IT World Expo:

Schedule Booth Demo
https://www.quartz.bio/wp-content/uploads/2026/04/QB_LInkedin_Bio-IT-Visit-Booth_1200x1200_A.jpg 1200 1200 Chandreyee Das https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg Chandreyee Das2026-04-10 13:27:322026-04-10 13:32:53Join QuartzBio at the 2026 Bio-IT World Conference and Expo
QuartzBio SCOPE 2026 takeaways for biomarker operations
QuartzBio SCOPE 2026 takeaways for biomarker operations

By Melinda Pautsch, Chief Commercial Officer, QuartzBio 

I just returned from SCOPE 2026 with a familiar feeling—and a sharper sense of urgency. The conversations around biomarkers, biospecimens, and clinical operations weren’t about “doing things better” at the margins. They were about whether our operational foundations can keep up with what science—and regulators—are demanding.

Across sessions and panels, one idea kept resurfacing: biospecimens are no longer treated as physical materials moving through a supply chain. They’re treated as data—and that reframes everything from protocol design to chain of custody to the quality systems we need to prove we can trust what we generate.

Below are the themes that stood out, with pragmatic takeaways for biomarker operations, biospecimen operations, and clinical operations leaders who are trying to scale without taking on disproportionate risk.

1. “No more spreadsheets” isn’t a slogan—it’s a scalability requirement

If SCOPE had an award for “Most Vilified Operations Tool” it would be spreadsheets (followed closely by paper) as the silent accelerant of operational risk.

Brooke Samuelian of Syndax kicked off the topic of digitizing sample management, describing what many of us have lived: tracking specimens manually is time-consuming and error-prone, and failures cascade into missed collections, lost shipments, lab queries, protocol deviations, and even patient re-recruitment.

Michael Tanen of Merck was even more direct: moving away from Excel will be the single biggest leap forward—and with the rollout of the ICH E6(R3) GxP guideline, it won’t remain optional.

Operational takeaway: Digitization isn’t just about efficiency; it’s about avoiding preventable failure modes:

  • Mislabeling, misrouting, or “orphaned” specimens
  • Incomplete consent tracking that limits downstream use or creates compliance exposure
  • Lack of real-time visibility that forces reactive escalation
  • Manual updates that introduce inconsistency across stakeholders

Target outcomes: A digitized, connected sample workflow reduces the likelihood of wasted samples, protects patient intent, and improves first-time-right execution—the foundation for scalable biomarker strategy.

2. Risk management in modern clinical trials demands a proactive approach to operations

The compliance conversations at SCOPE, whether around E6(R3) or risk-based quality management in general, dove into the operational consequences of evolving regulations and increasing clinical trial complexity. Two points stood out.

First: risk monitoring is no longer passive or reactive. E6(R3) emphasizes active risk monitoring and expects sponsors and labs to show linkages and chain of custody.

At his presentation on Day 2 of SCOPE, QuartzBio’s CTO and Co-Founder, Tobi Guennel, PhD, showed how an agentic framework, powered by proactive and prescriptive AI, transforms clinical operations.

These AI agents proactively track sample logistics, flag inconsistencies, and issue alerts with actionable, corrective steps, reducing issues by >80%, accelerating milestones, and saving on average $150,000 per trial. (Note — the metrics presented were appreciated by the audience in an industry where the ROI of agentic frameworks is still elusive to many.)

Second: Speakers agreed that building a compliant foundation is crucial. If maintaining end-to-end visibility across the sample chain of custody isn’t addressed during protocol design, teams are likely to inherit the downstream consequences—with fewer options and higher cost.

Operational takeaway: Treat biospecimen strategy as a front-end design input, not an execution detail:

  • Identify which samples are “critical” vs. nice-to-have
  • Build chain-of-custody expectations into vendor and lab selection
  • Make reconciliation a mandatory step for maintaining data quality

Target outcomes: Traceability and governance reduce inspection risk, protect data integrity, and prevent downstream surprises that derail timelines.

3. AI without interoperability doesn’t fix broken, disconnected data

Several AI-focused discussions were refreshingly grounded. One panelist captured what many are feeling: before we can use AI to unlock visibility, analytics, and actionable insights, we need to build interoperable ecosystems of clean, connected operational data. AI doesn’t fix broken data. It amplifies whatever foundation you have.

Operational takeaway: Prioritize technologies that FAIRify data at its foundation over pilots that promise insights without addressing underlying data chaos.

  • Avoid “death by pilots” that never scale or win sustained budget
  • Connect the data value chain: consistent metadata, governed transfers, and linked workflows
  • Make it easy for teams to find information, validate status, and forecast availability

Target outcomes: Deep data FAIRification improves on-time delivery, reduces fire drills, and enables smarter planning—so teams can redirect effort from tracking work to advancing science.

Sample Intelligence: the operating system for biomarker and biospecimen strategy

I’ll keep one quote from SCOPE as my guiding light for 2026:

“Every sample is more than a vial—it carries a patient’s hope, a researcher’s trust, and the promise of better medicine. Tracking it with precision is not just compliance; it’s compassion.” –quoted by Dmitri Mikhailov, PhD, Novartis Institutes for BioMedical Research.

Operational leaders are being asked to deliver that precision at scale—across protocols that are more complex, ecosystems that are more distributed, and regulatory expectations that are more explicit. The path forward isn’t a single tool or another point solution. It’s connected Sample Intelligence: end-to-end visibility, governed chain of custody, standardized metadata, and interoperable systems that treat biospecimens as the strategic data assets they are.

Let’s talk about what “future-ready” looks like for your team

If you’re evaluating how ready your current operations are for E6(R3), advanced analytics, or simply the next wave of complexity, I’d welcome a conversation. Reach out to connect with me about:

  • Evaluating your current sample management workflows and where friction is hiding risk
  • Assessing gaps across your biomarker and clinical data ecosystem (visibility, governance, reconciliation)
  • Exploring how greater sample intelligence can support scalable, inspection-ready, decision-confident operations

Email quartzbio-sales@precisionformedicine.com or visit www.quartz.bio/contact.

Contact Us
https://www.quartz.bio/wp-content/uploads/2026/02/QB_Linkedin_3takeaways_1200x1200.jpg 1200 1200 Melinda Pautsch https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg Melinda Pautsch2026-02-09 20:20:282026-03-16 10:30:18“No More Spreadsheets by This Time Next Year” and Other Takeaways from SCOPE 2026
Compliance in AI Age - Biomarker Operations - QuartzBio
Compliance in AI Age - Biomarker Operations - QuartzBio

On Demand

Duration: 30 minutes

Sign up to watch the webinar:

What you’ll learn:

Thousands of data issues plague the average clinical trial — and 75% of them slip through traditional reconciliation processes. The results: delayed decisions, compliance risk, compromised biomarker integrity, and operational strain across sites, labs, and submission teams.

Tune in to learn how QuartzBio’s Precision Medicine agentic framework, powered by proactive and prescriptive AI, is redefining operational intelligence across biospecimen and biomarker lifecycles. Our Sample Intelligence AI Agents monitor samples, detect emerging issues, automatically flag root causes, and deliver actionable, corrective guidance directly to teams through a secure, personalized Virtual Assistant—enabling faster intervention and fewer surprises.

Tobi Guennel, Ph.D., QuartzBio’s Chief Technology Officer, will demonstrate how our agentic framework:

  • Enables real-time decision-making across trial workflows
  • Reduces data issues and compliance risks by over 80% before they impact timelines
  • Facilitates compliance with ICH E6(R3) and other regulations by automating data federation, ensuring data integrity, and managing governance
  • Protects biomarker and biospecimen integrity, from chain of custody to downstream analytics

QuartzBio’s AI agents empower R&D teams to shift from manual oversight to strategic innovation—shortening trial timelines, improving regulatory adherence, and driving operational excellence across the R&D value chain.

Who should attend:

  • Biomarker Operations and Biospecimen Operations Teams
  • Clinical Operations Teams
  • Regulatory Compliance and Quality Teams
  • Translational Scientists
  • R&D Information Technology (IT) 

Watch the Webinar >>

https://www.quartz.bio/wp-content/uploads/2026/01/QB_LinkedIn_Compliance-Webinar-Follow-Up_1200x1200_C2.jpg 1200 1200 Chandreyee Das https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg Chandreyee Das2026-01-22 14:15:492026-03-12 17:39:58Webinar — Compliance in the AI Age: How Intelligent Agents Mitigate Risk

Stay abreast of the latest life sciences applications of AI at: 

“GenAI Roadmap: Transforming the Future of Healthcare & Life Sciences” 

October 9, 2025 

State Room, Boston 

At this interactive event, Amazon Web Services (AWS) partner organizations will explore how GenAI is reshaping the future of health — from bench to bedside. 

Tobi Guennel, Ph.D., QuartzBio’s Chief Technology Officer, will present use cases showing how R&D organizations are leveraging agentic frameworks and multi-agent networks to scale GenAI’s impact on every aspect of precision medicine development. 

View the full agenda and speaker lineup: https://www.aws-partner-events.com/gen-ai-conference-healthcare-and-lifesciences/ 

Register Now
https://www.quartz.bio/wp-content/uploads/2025/09/QB_LInkedin_AWS-Speaker_1200x1200.jpg 1200 1200 QuartzBio Team https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg QuartzBio Team2025-09-24 13:29:182025-11-21 12:42:27GenAI Roadmap: Transforming the Future of Healthcare & Life Sciences
QuartzBio Webinar: AI Agents in Action
QuartzBio Webinar: AI Agents in Action

On Demand

Duration: 30 minutes

Sign up to watch the webinar on demand:

What you’ll learn:

Your team is tasked with data storytelling.

Every day, you’re pressed to turn complex biomarker, clinical, and sample datasets into actionable insights. To stay competitive, your team needs to report findings in minutes, not hours or weeks.

Unlock the speed you need with QuartzBio’s Precision Medicine AI Agents, which power our Biomarker and Sample Intelligence solutions by serving as secure, personalized assistants for stakeholders across the entire precision medicine value chain. They deliver 10x faster* insights within a unified, self-serve platform, amplifying the impact of every team member.

Join Bill Hall as he chats with these AI Agents, showing how generative AI saves time and powers collaboration across multiple teams:

  • Faster Operations: e.g., 10X faster identification of consented samples with mutation data, split by treatment arm
  • Faster Informatics & Data Management: e.g., automatic data ingestion, QC, and mapping; application of FAIR principles, access control, and automated workflows
  • Faster Translational Research: e.g., in minutes, perform statistical analyses of assay data, incorporating clinical metadata and contextual information

You’ll learn how QuartzBio’s approach transforms the way precision medicine teams work with 360° intelligence.

Who should attend:

  • Translational Scientists
  • Biomarker Operations and Biospecimen Operations Teams
  • Data Science and Bioinformatics Teams
  • R&D Information Technology (IT)

Watch the webinar >>

**QuartzBio internal study, comparing Agent Intelligence to traditional workflows and point solutions, as determined via time-motion analysis.

https://www.quartz.bio/wp-content/uploads/2025/08/QB_LinkedIn_Webinar-SEPT2025_1200x1200_-VOD_Orange.jpg 1200 1200 QuartzBio Team https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg QuartzBio Team2025-08-08 13:27:532026-03-12 16:59:56Webinar — AI Agents in Action: 10X Faster Insights Across the Precision Medicine Ecosystem
Bio-IT World 2025 Presentation - QuartzBio - AI Agent Network
Bio-IT World 2025 Presentation - QuartzBio - AI Agent Network

Missed our presentation at Bio-IT World?

Watch Tobi Guennel, Ph.D., QuartzBio’s Co-founder and Chief Technology Officer, demonstrate how a network of domain-specific AI agents, orchestrated by our first-in-class Precision Medicine Virtual Assistant, empowers informatics, translational, and IT teams to conversationally explore and visualize clinical, sample, and biomarker data. The Precision Medicine AI Agent network can perform tasks semi-autonomously based on expected events and observed data trends.

You’ll see how you can get from data to insights by generating analytics and visualizations in minutes instead of hours or days — accelerating study close and time-to-market.

https://www.quartz.bio/wp-content/uploads/2025/04/LinkedIn_Intel-at-Scale_1200x1200_Update-1.jpg 1200 1200 Chandreyee Das https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg Chandreyee Das2025-04-16 16:20:002026-03-12 17:05:49The Precision Medicine AI Agent Network: Intelligence at Scale
QuartzBio Webinar AI Agents Speed Clinical Trial Insights
QuartzBio Webinar AI Agents Speed Clinical Trial Insights

Duration: 30 minutes, on demand

Sign up to watch the webinar:

What you’ll learn:

R&D teams in biomarker-rich clinical trials are constantly chasing insights around a complex data ecosystem. By the time stakeholders find their data, gain access, ideate on the right analysis and get results, the chance to make impactful decisions may be over. ​

With QuartzBio’s Precision Medicine AI Agent Platform, you can ask questions, get answers, and gain insights at the speed of decision-making.​

Domain-specific AI agents, orchestrated by our Precision Medicine Virtual Assistant, enable operations, translational, and informatics teams to conversationally interact with a connected ecosystem of biomarker, sample, and clinical data. ​

Join Bill Hall as he chats with the Virtual Assistant, conversationally extracting insights in seconds, achieving:​

  • Amplified Operational Efficiency: e.g., “Show me biopsy samples from patients in the 70th percentile of JAK2 expression at baseline”​
  • Autonomous Workflows & Interoperability: e.g., automatically ingesting and harmonizing assay data upon arrival from testing lab​
  • Amplified Translational Research: e.g., ““Compare gene expression profiles for responders vs non-responders at baseline” ​

You’ll learn how QuartzBio’s approach transforms the way precision medicine teams work with 360° intelligence.​

Who should attend:​

  • Translational Scientists​
  • Biomarker Operations and Biospecimen Operations Teams​
  • Data Science and Bioinformatics Teams​
  • R&D Information Technology (IT)​

Sign up to watch the webinar >>

https://www.quartz.bio/wp-content/uploads/2025/04/LinkedIn_MAY-Webinar_1200x1200_OCT-Update-2.jpg 1200 1200 Chandreyee Das https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg Chandreyee Das2025-04-11 13:34:422026-03-12 17:08:57Webinar: Precision Medicine AI Agents Accelerate Data-to-Insights​
From Site to Result - Tobi Guennel Video QuartzBio
From Site to Result - Tobi Guennel Video QuartzBio

The promise of successful drug development starts with the sample data value chain.

Sample Data Value Chain: From Site to Result

In recent years, sample management practices have been lead directly to increased quality, speed, and reproducibility of research and development.

Biopharma sponsors have joined forces to pursue standardized and interoperable systems, processes, and ecosystems for connecting the sample data value chain. As a direct result, technology and data is playing and will play a key role for the future of clinical and sample operations.

In his presentation, “From Site to Result: Real-Time Sample Intelligence Unlocked with GenAI,” QuartzBio’s CTO and Co-Founder Tobi Guennel, PhD explores the opportunities for technology to empower the people and processes across the entire sample data value chain, addressing:

  • The importance of the sample data value chain in the context of R&D productivity
  • Benefits of connecting data across the entire sample data value chain instead of focusing on individual links of the chain
  • How a platform approach, leveraging a domain-specific Precision Medicine AI Agent Network, enables seamless data ingestion and real-time sample intelligence across the value chain

Watch the recording of our presentation*:

*Video not showing? Please accept cookies or view video here.

https://www.quartz.bio/wp-content/uploads/2025/03/From-Site-to-Result-Tobi-Guennel-Video-QuartzBio.jpg 1200 1200 Chandreyee Das https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg Chandreyee Das2025-03-03 16:45:022026-04-08 11:08:58From Site to Result: Real-Time Sample Intelligence Unlocked with GenAI
Empowering Precision Medicine w Conversational AI - QuartzBio
Empowering Precision Medicine w Conversational AI - QuartzBio

On Demand

Duration: 20 minutes

Sign up to watch the webinar on demand

What you’ll learn:

Learn how to use practical, conversational AI to amplify the power of your biomarker-rich clinical programs with QuartzBio’s Precision Medicine AI Agent Platform.

  • Ask a question, get an answer, and gain valuable insights across the precision medicine data ecosystem.
  • Powered by the first network of Precision Medicine AI Agents.
  • Supercharges the day-to-day work of translational researchers, data scientists, and  informatics teams.

Join Bill Hall as he chats with QuartzBio’s Virtual Assistant, conversationally extracting insights in seconds with questions such as:

  • “Which mutations have highest prevalence at baseline?”
  • “Which subjects are in the 70th percentile of JAK2 expression at baseline and have stored, consented, baseline samples?”
  • “What is the correlation of JAK2 and STAT1 expression at baseline across samples?”

You’ll discover QuartzBio’s approach, which employs smart, automated integration of biomarker, sample, and clinical data to create a unified data ecosystem – now amplified with the power of conversational interactions to enable more consumable insights, regardless of your data expertise. 

Who should attend:

Translational Scientists
Data Science and Bioinformatics Teams
R&D Information Technology (IT)

Watch the Webinar >>

https://www.quartz.bio/wp-content/uploads/2024/07/Linkedin_Webinar-SEPT2024_Empowering-PM-with-Conversational-AI_On-Demand_Update-1.jpg 1200 1200 QuartzBio Team https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg QuartzBio Team2024-07-26 19:14:102026-03-12 17:15:11Webinar: Empowering Precision Medicine with Conversational AI — A New Era of Biomarker Intelligence

“Harnessing Insights Across Clinical Trials with the Power of Conversation” — a presentation by Tobi Guennel, Ph.D., head of product development and innovation at QuartzBio 

Watch the recording of the presentation:

Summary:

Discussions were lively at the “Digitization of Clinical Development & Clinical Trials” symposium at last week’s Bio-IT World conference.

Addressing an audience of biotech and pharma IT and data leaders, QuartzBio’s Tobi Guennel gave a provocative presentation on how deploying generative AI can amplify the ability of precision medicine approaches to accelerate drug development.

“It’s great to have a clinical trials-focused session at Bio-IT World, and being able to share success stories, especially about AI, in this landscape,” said Guennel. “We are firm believers that iteration and collaboration can only improve technology and create new paths for innovation.”

Guennel’s narrative centered around QuartzBio’s Precision Medicine AI Agent Platform, powered by AI, which allows precision medicine development teams to extract the most value from clinical trial samples and exploratory biomarker data.

“One benefit of natural language understanding capabilities of conversational AI is that a broad range of user personas, with diverse roles and functions, can interact with and extract insights from a unified, singular data ecosystem of sample and biomarker data.

Teams such as data science, translational research, and biosample or biomarker operations can now interrogate a unified data asset using natural language.”

Considerations for developing a large language model (LLM) ecosystem for precision medicine 

To build a solid GAI framework to enable our sample and biomarker intelligence products, the QuartzBio team asked themselves:

  1. What LLMs are needed to support our domain and the tasks performed through the components of our products?
  2. How can we integrate these models into a scalable GAI workflow to support user stories and workflows without having to re-invent the wheel as we move from use case to use case?
QuartzBio’s Biomarker Intelligence Platform, powered by AI: An ecosystem of domain- and task-specific small LLMs trained by fine-tuning existing foundational models (FMs).
QuartzBio’s Precision Medicine AI Agent Platform, formerly called the Biomarker Intelligence Platform, powered by AI: An ecosystem of domain- and task-specific small LLMs trained by fine-tuning existing foundational models (FMs). LLMs support the data management layer of the platform, the business intelligence layer to support conversational and prescriptive AI insights, and the overarching navigational AI component to enhance user experience and adoption.    

Considerations for developing individual LLMs: 

LLM Development

  • Leverage existing Foundational Models: Start with existing powerful language models that are right-sized.
  • Fine-Tuning: Customize these models for specific domains and tasks.
  • Small LLMs: Create smaller, specialized models for targeted applications for improved cost/accuracy.

GAI Integration

  • Prompt Engineering: Design tailored prompts to guide LLM behavior based on supported tasks.
  • Leverage RAG: Combine LLMs with retrieval mechanisms for enhanced performance.
  • User Agents: Implement user-specific agents to optimize model interactions and leverage live data.

Benefits

  • Precision: Fine-tuned LLMs provide accurate and context-aware responses for specific tasks.
  • Efficiency: Smaller models reduce computational overhead.

Supporting the entire precision medicine lifecycle 

QuartzBio is integrating this GAI framework seamlessly into its Biomarker Intelligence platform to support a broad range of user stories and flows with a suite of SaaS products.

Sponsors are using the platform and products to build an interconnected data asset and, subsequently, draw insights via QuartzBio’s Biomarker Intelligence tools powered by conversational AI.

Sponsors leverage the platform as a force multiplier by creating internal efficiencies. Their teams are free to focus on insight generation rather than data wrangling.

Further, the QuartzBio platform amplifies knowledge by centralizing information and insights and making these easily consumable by a wide range of stakeholders. Ultimately, this increased access to intelligence enables sponsor teams to advance Precision Medicine objectives, such as accelerating patient selection strategies, identifying drug targets, and driving clinical trial efficiency.

Learn more: Watch a demo of QuartzBio’s AI-powered platform

Join the next webinar demonstration of our platform by signing up on our Webinars & Events page! We’ll invite you to our next webinar, and meanwhile you can watch one of our recent demos on demand.

Join QuartzBio at Webinars & Events
https://www.quartz.bio/wp-content/uploads/2024/08/QB_BIOIT_PRES_Tobi_Followup_04242024.jpg 1080 1080 QuartzBio Team https://www.quartz.bio/wp-content/uploads/2026/03/2026_QB-Logo_New-Brand_DK-Blue.svg QuartzBio Team2024-04-23 15:30:242025-03-26 10:58:06AI-Enabled Biomarker Intelligence — QuartzBio at Bio-IT World 2024
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QuartzBio is the only company purpose-built to deliver end-to-end Sample and Biomarker Intelligence for clinical-stage biopharma teams. Powered by a network of domain-specific AI agents, our solutions transform fragmented data into actionable intelligence, enabling conversational insights into your unified ecosystem of sample, clinical, and biomarker data.

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