 |
Data DrivenExploring Machine Learning, AI, and Data Science Author: Data Driven
Data Driven: the podcast where we explore the emerging field of Data Science. We bring the best minds in Data, Software Engineering, Machine Learning, and Artificial Intelligence right to you every Tuesday. The field of data science mashes up the worlds of statistics, database architecture and software engineering. Data Scientist has been labelled by the Harvard Business Review, as "the sexiest job of the 21st century." A quick search of job search sites reveal that this field is in high demand. In a world where Data is the new Oil, Data Science the new Refineries, consider this Car Talk for the Data Age. Every week we bring the best minds in this emerging field straight to you. Our goal is to educate and inspire our listeners so that they can be prepared to thrive in a Data Driven world. Language: en Genres: Life Sciences, Science, Technology Contact email: Get it Feed URL: Get it iTunes ID: Get it |
Listen Now...
Synthetic Populations and the Future of Decision Intelligence
Episode 17
Wednesday, 28 January, 2026
In this episode of Data Driven, Frank and Andy dive into the future of market intelligence with Dr. Jill Axline, co-founder and CEO of Mavera—a company building synthetic populations that simulate real human behaviour, cognition, and emotion. Forget Personas. We're talking real-time, AI-driven behavioural modeling that's more predictive than your horoscope and considerably more data-backed.Dr. Axline shares how Mavera’s swarm of AI models situates these synthetic humans within real-world business contexts to forecast decisions, measure emotional resonance, and even test marketing messages before they go live. From governance and model drift to the surprising uses in financial services, political campaigns, and speechwriting—this is one of the most forward-looking conversations we’ve had yet.If you've ever wanted a deeper understanding of how AI can augment decision-making—or just want to hear Frank admit asset managers love ice cream—this one’s for you.LinksLearn more about Mavera:https://mavera.ioConnect with Jill Axline on LinkedIn:https://linkedin.com/in/jillaxlineMorningstar:https://www.morningstar.comTime Stamps00:00 - Introduction & AI Swarms Explained03:30 - Forget Personas: Contextual AI Models07:00 - Evidence vs Inference & AI Governance10:20 - Simulation Scenarios & Model Drift14:30 - Synthetic Audiences in Action18:00 - Evidence Feedback Loops & Small Data Challenges22:00 - Industry Applications & Use Cases27:00 - Analyzing Speeches & Emotional Resonance30:45 - Sentiment, Social Listening, and Real-Time News Reactions34:00 - Adversarial Models & Strategic Pushback38:00 - The Cartoon Bank Portal That Failed Spectacularly41:00 - From Skeptic to CEO: Jill’s Journey45:00 - Data Privacy, Compliance & Synthetic Ethics48:00 - Reflections on Empathy, Engineers, and Selling Without SellingSupport the ShowIf you enjoy Data Driven, leave us a review on Apple Podcasts or your favourite pod platform. It helps more people find the show—and fuels Frank’s Monster Energy habit.
