AI and Statistics Start-ups: Opportunities and Challenges

AI and Statistics Start-ups: Opportunities and Challenges

Author: Alexander Schacht and Benjamin Piske, biometricians, statisticians and leaders in the pharma industry June 30, 2025 Duration: 43:32
In this thought-provoking keynote recording, Manjari Narayan takes us on a journey through one of the most pressing and promising intersections in modern science: the convergence of artificial intelligence, statistics, and biotechnology. Drawing on her extensive experience in both academia and biotech startups, Manjari explores the critical role statisticians can play in AI-driven drug discovery, biomarker validation, and experimental design. We are living in a "Cambrian explosion" of biotechnology, where high-throughput experiments, protein engineering, humanized models, and AI-powered screening open massive opportunities—but also introduce challenges in scientific validity, reproducibility, and decision-making. Through personal vignettes and cutting-edge examples, Manjari lays out how statistical thinking can (and should) drive better outcomes in early-stage drug development, biomarker discovery, and translational model evaluation. This episode is a must-listen for statisticians, data scientists, and healthcare innovators navigating the rapidly evolving biotech and AI startup landscape.

Hosted by Alexander Schacht and Benjamin Piske, both practicing biometricians and leaders within the pharmaceutical industry, The Effective Statistician-in association with PSI is a conversation about the practical realities of the profession. This isn't a theoretical lecture series; it's a resource built from the ground up by statisticians who navigate the same challenges you do every day. The discussions focus on actionable strategies for increasing your influence and efficiency, whether you're analyzing data, presenting findings, or guiding a team. You'll hear perspectives on developing leadership qualities even without a formal management title, and gain insight into current debates within the scientific and regulatory communities. The aim is to provide context for the health sector's evolving landscape, translating complex industry dynamics into relevant knowledge for your work. Tune in for a candid exploration of what it means to be a modern statistician, designed to help you refine your approach and achieve a more significant impact. This podcast serves as a professional toolkit, created in association with PSI (Promoting Statistical Insight), for statisticians at any career stage looking to deepen their expertise and navigate their roles with greater confidence and clarity.
Author: Language: English Episodes: 50

The Effective Statistician - in association with PSI
Podcast Episodes
Top 8: The Single Arm Studies and What are the Alternatives? [not-audio_url] [/not-audio_url]

Duration: 45:32
I’m excited to reshare one of our most-played conversations—the one where Norwegian regulator/HTA leader Anja Schiel and I get very practical about when single-arm trials fail decision-makers and what comparative, smarte…
Top 6: What is EU HTA and why should statisticians care? [not-audio_url] [/not-audio_url]

Duration: 36:08
This is one of our most downloaded episodes ever, and I’m excited to bring it back in this replay. In this conversation, I spoke with Lara Wolfson (MSD) and Anders Gorst-Rasmussen (Novo Nordisk) about EU HTA (European Un…
Top 5: The analysis of adverse events done right [not-audio_url] [/not-audio_url]

Duration: 52:45
We’re bringing back one of our most downloaded episodes ever – a deep dive into how adverse events should be analyzed properly. This conversation with Jan Beyersmann and Kaspar Rufibach is packed with methodological insi…
Replay: The Chimp Paradox [not-audio_url] [/not-audio_url]

Duration: 41:35
In this special replay episode — the top 3 most downloaded of all time — I’m again joined by Stuart McGuire as we explore The Chimp Paradox by Professor Steve Peters. This book provides a simple yet powerful model for un…
Replay: Is data science something for you? [not-audio_url] [/not-audio_url]

Duration: 26:19
This episode ranks as the #2 most downloaded of all time—and for good reason. As data science continues to disrupt and redefine the healthcare and pharmaceutical industries, statisticians everywhere are asking: Where do…
Replay: Things we would like to have known before we started with RWE [not-audio_url] [/not-audio_url]

Duration: 48:53
This episode originally struck a chord with statisticians around the world—and for good reason. Whether you’re just starting with real-world evidence (RWE) or mentoring someone who is, this conversation is packed with pr…