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: 100

The Effective Statistician - in association with PSI
Podcast Episodes
The Future of Statistical Methodology in Drug Development [not-audio_url] [/not-audio_url]

Duration: 31:52
This episode features three leading statistical methodology experts discussing the role, impact, and future of methodology groups in the pharmaceutical industry. They explore organizational structures, skill sets, AI int…
Rethinking Programming Validation and Traceability in Clinical Trials [not-audio_url] [/not-audio_url]

Duration: 23:24
In this episode of The Effective Statistician, I speak with Andrew (Andy) York about the evolving world of programming validation, traceability, and quality assurance in clinical trials. Andy has decades of experience in…
How Applied Improvisation Develops and Reinforces Interpersonal Skills [not-audio_url] [/not-audio_url]

Duration: 33:16
In this episode, Alun Bedding speaks with Richard Zink about how **applied improvisation** can help statisticians become more effective communicators and leaders. They explore how improv techniques—like “yes, and,” activ…
What does a clinical lead expect from a statistician? [not-audio_url] [/not-audio_url]

Duration: 32:12
Episode Overview In this episode, I speak with Anna Mosikian, a physician by training and Global Clinical Program Lead working at the intersection of clinical development and strategic marketing. Anna brings a powerful p…
Measuring Trust – A Key to Effective Leadership [not-audio_url] [/not-audio_url]

Duration: 27:51
Trust is one of the most fundamental elements of effective leadership—and yet, most organizations don’t measure it properly. In this episode, I speak again with my good friend Alun Bedding about how we can move from talk…
The Evolving Role of Generative AI in Pharma [not-audio_url] [/not-audio_url]

Duration: 33:08
Generative AI is moving fast—and in pharma, it’s no longer just a buzzword. In this episode of The Effective Statistician Podcast, I speak with Manuel Cossio about how Generative AI is already being applied in real-world…
Kicking Off 2026: Gratitude and What’s Ahead [not-audio_url] [/not-audio_url]

Duration: 2:14
As we start 2026, I want to take a moment to express my sincere gratitude to everyone who has been part of The Effective Statistician podcast. This episode features my co-host, Alun Bedding, reflecting on the past year a…
Why to present better and how as a statistician [not-audio_url] [/not-audio_url]

Duration: 36:23
In this episode, I talk with my long-time friend and frequent guest, Kaspar Rufibach, about a skill that quietly determines how much impact we really have: presenting and communicating our work. We walk through how Kaspa…