Domino Data Lab

Data Science Leaders

Business EN ↓ 100 episodes

Data Science Leaders: The premiere podcast for executives tackling the world’s most important challenges with the power of machine learning and artificial intelligence. Join host, Thomas Been, as we interview pioneering data science leaders and industry watchers to unearth the secrets to driving transformative business outcomes—and avoiding a myriad of pitfalls—with the latest ML & AI technologies. Our conversations are full of real stories, breakthrough strategies, and unique insights to help you build your own model for enterprise data science success.

Author

Domino Data Lab

Category

Business

Latest episode

Jun 2, 2026

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Episodes

The Cave: Pharma's Data Problem 02.06.2026

Dave Johnson ’s first pharma job wasn't in a lab. It was in a room, dark and cramped, stacked floor to ceiling with 30 years of decaying discovery chemistry data on every storage medium imaginable. They called it “the cave.” A physicist turned data leader, Dave has spent two decades solving the same problem: scientific data is generated for one purpose, poorly captured, and left abandoned. Now co-...

Turning Governance Into the “Yes” Guys 01.04.2026

When Cindy Tu first stepped onto a conference stage, it wasn’t part of a long-term plan. It was a turning point. A single speaking invitation shifted her role from quietly reviewing AI systems to actively shaping how governance is practiced across financial services. With a background spanning IT, data, and audit, Cindy brought a rare systems-level view to the table. Now a rising voice in enterpri...

Building Trust for Transformation in Enterprise AI 19.02.2026

When Shub Agarwal joined an early conversational AI startup, he was building products in uncharted territory with emerging technology few had heard of. By late 2019, Google and Meta were aggressively recruiting him. But a sudden personal loss made him rethink his priorities, leadership, and the impact he wanted to create. From fast-growth startups to a financial regulator, he's codified a nine-ste...

Engineering the Future of Health with AI and Data 18.06.2025

Daniel Kraft , physician-scientist and founder of NextMed Health , joins Domino’s Chris McSpiritt to discuss how AI, data convergence, and systems thinking are accelerating healthcare’s shift from reactive treatment to proactive, personalized care. With a background spanning regenerative therapies, digital health, and aerospace medicine, Daniel offers a wide-lens view of the challenges and opportu...

The Rise of the Self-Driving Organization 16.04.2025

As organizations race to become AI-driven, data has emerged not just as a resource, but as a strategic advantage. In this episode, Kjell Carlsson sits down with Doug Laney , author of Infonomics and Data Juice , to explore how generative AI is accelerating the journey toward data monetization and organizational autonomy. Doug shares why traditional approaches to data management no longer suffice,...

The Cultural Shifts That Power AI Adoption 02.04.2025

AI strategy isn't just about technology. It's about transformation. In this episode, CDAO expert, Dr. Shahram Ebadollahi , joins to discuss what it takes to lead AI in an enterprise and why that leadership must go far beyond just selecting the right tools or models. Drawing on his experience building AI teams, Shahram explains why the Chief AI Officer role is one of the most complex, and most crit...

The AI Race: Predictions for AI in National Security & the Public Sector 19.03.2025

What does the global race for AI look like? How has the US Department of Defense been adopting AI by engaging the private sector? And how should we expect AI policy to shift under the new administration?   In this episode – the last in our series on the future of AI – guest host Joel Meyer , President of Public Sector at Domino, sits down with General Jack Shanahan (Ret.) former Director...

The Future of Enterprise AI? AI in Production! 05.03.2025

What does the near term future of Enterprise AI look like? A scramble to get valuable, cost-effective, enterprise-grade AI solutions into production, with rigorous governance at scale. If that sounds like a tall order - that’s because it is! However, large advanced organizations (yes, even outside of the tech sector) are already seeing success deploying AI solutions and we can expect the pace to a...

The Silent Future of AI in Financial Services 19.02.2025

AI is transforming financial services and insurance, but rarely in the headline-grabbing ways you might expect. From intelligent process automation to fraud detection and risk management, AI is being embedded across operations, but as AI adoption grows, so do the challenges—cybercrime, rapid technological changes, and ever-evolving regulatory frameworks. In this episode we sit down with Adam Gale...

Pharma Is the New Tech: The Future of AI in Life Sciences 05.02.2025

AI is transforming drug discovery and clinical trials, making what was once cutting-edge the new standard. Pharma companies are evolving into tech companies, leveraging AI to revolutionize every phase of drug development. In this episode, Chris McSpiritt, VP of Life Sciences Strategy at Domino, discusses how AI is no longer a niche capability for select firms but an essential capability for all bi...

AI Predictions for 2025: The Boogeyman, Agentic AI & Governance 22.01.2025

What’s next for artificial intelligence in 2025? In this episode, Dr. Kjell Carlsson delivers his annual predictions about the immediate future of AI. From AI becoming the universal corporate scapegoat to the rebranding of generative AI as "agentic AI.” Discover why commercial AI solutions remain scarce, the pivotal role of workforce upskilling in achieving transformative AI outcomes, and how gove...

Realizing AI Value Through Governance in Insurance 08.01.2025

Innovation and AI governance aren’t at odds. Done properly, governance practices can be the key to accelerating implementation of even the latest GenAI use cases. In this interview from RevX London with Raj Mukherjee , Head of Data Science and AI at Direct Line Group , we find out how they embraced the principles of a lean startup, adopted a product mindset and became the first major insurance com...

Mastering AI Governance with Forrester & the Federal Reserve 25.12.2024

How can organizations drive transformative AI innovation while effectively managing its inherent risks? Is governance a bottleneck or can it become a catalyst for AI success? In this webinar, we explore the critical role of AI governance with Brandon Purcell , VP Principal Analyst at Forrester Research, and Theo Linnemann , Data Scientist at the Federal Reserve Bank of New York. Together, they sha...

Crossover: Ethical Machines and AI Governance 12.12.2024

This episode is a collaboration with the Ethical Machines podcast featuring Reid Blackman — CEO of the AI ethical risk consultancy Virtue — and Nick Elprin , cofounder and CEO of Domino Data Lab. Join us as they discuss: The differences between AI ethics and AI governance How the AI governance challenges have changed (and where they haven’t) The people, process and technology solutions for genAI g...

AI Transformation in Government: Lessons from Unit X 27.11.2024

Think you have a hard time driving AI adoption in your organization? Try driving AI transformation in the largest, most regulated organization on the planet – the Pentagon.  In this episode, we sit down with Dr. Chris Kirchhoff – co-author of Unit X: How the Pentagon and Silicon Valley are Transforming the Future of War and former Director of Strategic Planning for the National Security Council –...

The EU AI Act: Key Strategies for Regulatory Compliance 13.11.2024

The EU AI Act, is it the first step towards comprehensive AI regulation that will make us all safer, or is it the scariest thing in AI today, or both? In this episode we speak with  Adam Gale, Field CTO for AI and Regulatory Compliance  at NetApp, to demystify the EU AI act and discuss future-proof strategies to ensure compliance. Join us as we discuss: The core requirements of the act and how the...

AI Governance in Action: Lessons from the Trenches 25.10.2024

AI governance is no longer a hypothetical consideration—it's critical not only to meet regulatory requirements but also to build trust, drive adoption, and deliver tangible impact with AI. In this episode, we bring together experts Jared Vaudrey and Dr. Dylan Bobby Storey , who have spent years developing AI solutions in heavily regulated industries. They share their hard-won insights on the reali...

Demystifying the Top 5 Questions of AI Governance 03.10.2024

AI governance is more important than ever, but confusion reigns about basic questions such as: what it is, why it is important and what we should do about it. As an AI, data science, or business leader, you need to dispel these governance misconceptions in order to manage AI risk and ensure the safety and reliability necessary to drive adoption and impact. The ability of your organization to drive...

Operationalizing privacy in the age of AI 18.09.2024

Data privacy - why is it so important in the age of AI, why is it so difficult, and what should we be doing to improve it in our organizations? In this episode we speak with Dr. Rebecca Balebako , privacy engineer and Chief Privacy Officer at Lotic.ai, about why AI makes privacy more important than ever, the common misconceptions around data protection, who should own privacy, and the benefits and...

Optimizing Your Architecture for AI Innovation: BARC Survey Results 04.09.2024

What capabilities do you need to take advantage of AI and what changes will you need to make to your IT architecture? Well, let’s look at the data. In this episode, Shawn Rogers , CEO and Fellow at BARC US , shares the results of their survey on how enterprises are optimizing their architecture for AI innovation. Shawn unpacks data on everything from the biggest obstacles to delivering AI impact t...

Driving Digital Strategy with AI at OneAmerica 21.08.2024

How do you drive digital strategy and transformation with AI? Do you need an AI strategy or a business strategy that intelligently leverages AI? In this episode, we delve into the challenge of driving transformation with AI in insurance with Fu'ad Butt , VP Head of Digital Strategy and Automation at OneAmerica . Fu’ad shares his best practices for identifying and executing AI projects. These range...

AI-driven Marketing, Optimization, Consciousness and CAIOs 07.08.2024

AI is disrupting marketing, but the biggest threat isn’t AI systems misbehaving, it is the unintended consequences of AI systems performing exactly what they were intended to do. In this interview with Dr. Daniel Hulme , Chief AI Officer at WPP and CEO of Satalia , we discuss the ways that AI is transforming marketing – from accelerating content creation and maximizing activation to exploring the...

Trust and faster AI time to value in manufacturing at IFF 24.07.2024

How do you deliver impact with AI and ML and cut development time by weeks and even months? By understanding your customer, building trust, and managing risk.  Done well, effective and responsible AI practices can be the secret to faster implementation, adoption, and performance at lower cost and risk. In this episode with Dr. Alex Manasson , Data Science Leader for the Americas at International F...

How to Make Responsible AI Happen: A Historical View 05.07.2024

How do you deliver value with responsible AI, who is responsible for it, how do you put it into practice, and could we use AI to make our organizations more ethical?   This episode comes to you from the RevX conference in London, where we asked these questions of Chris Wiggins , Chief Data Scientist at the New York Times . He is also Professor of Applied Mathematics at Columbia University and auth...

Efficient Data Pipelines for AI and a Healthier World 19.06.2024

AI is not all about the data, however, your ability to develop and deploy efficient data pipelines is absolutely critical for unlocking the power of AI at scale. But how do you manage modern data pipelines for AI and how do you deal with fragmented ecosystems and spiraling costs?  In this episode, brought to you from the RevX Philadelphia conference,  Richard Swakla , AI/ML Specialist at NetApp ,...

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