Podcast Episode
From Wearables to Real-World Evidence: Drew Schiller on the Future of Life Sciences

About this episode
Episode Description
In this episode of scientifica sessions, we dive into the rapidly evolving world of real-world evidence (RWE) and patient-generated health data (PGHD) with Drew Schiller, Co-Founder and CEO of Validic. As life sciences companies increasingly look beyond traditional clinical trials, Drew shares how data from wearables, remote monitoring devices, and connected health platforms can be used—even by resource-constrained startups—to support medical strategy, evidence generation, and value-based care.
The conversation explores how early-stage biotechs and emerging life sciences companies can responsibly harness patient-generated data without massive infrastructure investment or regulatory missteps. Drew offers practical guidance on where PGHD fits within the broader evidence ecosystem, how Medical Affairs and clinical teams can use it effectively, and what leaders need to understand as the line between wellness tools and regulated medical devices continues to blur.
Tabari and Drew also discuss the evolving regulatory environment, including the FDA’s recent action related to WHOOP’s Blood Pressure Insights feature, and what it signals for companies integrating wearable and remote monitoring data. The episode highlights how to balance innovation with compliance—and why getting this right is essential for long-term credibility and scalability.
Whether you’re building a lean startup or operating at commercial scale, this episode provides concrete strategies for leveraging real-world data to improve patient outcomes, strengthen value narratives, and support modern, value-based care models.
What We Covered
RWE & PGHD Foundations
Defining real-world evidence for resource-limited companies
Where patient-generated data fits in the evidence landscape
Common misconceptions about collecting and using real-world data
Practical Life Sciences Use Cases
The most accessible PGHD sources for lean teams
Using RWE to inform medical and clinical strategy
Opportunities for personalization and continuous insight generation
Balancing privacy, interoperability, and evidence quality
PGHD, Pharma Strategy & Value-Based Care
How patient-generated data supports value-based care models
The shift from volume to value—and its impact on evidence strategy
Real-world examples of remote monitoring in action
Why Medical Affairs and Commercial teams should prioritize PGHD
Regulatory Considerations
Lessons from the FDA’s WHOOP action
Navigating the boundary between wellness tools and medical devices
Staying compliant while leveraging continuous data streams
The future of life sciences–digital health partnerships
Strategic Guidance for Leaders
Considerations for CMOs and VPs of Medical Affairs
The role of PGHD in value dossiers and HEOR submissions
Platform decisions for startups versus larger organizations
If this conversation sparked new ideas, subscribe to scientifica sessions for unfiltered conversations with the leaders shaping what’s next in biotech, medtech, and pharma.
Contact the show: podcast@kronosscientifica.com
Original music featured in this episode:
Whirl · A Night in November · Night Walk · Rico Clave · Bubble Trouble · UP! · A Different Cat
Episode recorded July 21, 2025. All information is current as of the recording date.