EPISODE · Mar 5, 2026 · 36 MIN
How AI Is Democratizing Alternative Data for Hedge Funds
from Momentum: Where FinTech Meets AI with Stan Altshuller · host Stan Altshller
In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller speaks with Jack Killea, Head of Data Strategy and Sourcing at Maiden Century, about how AI is changing the way hedge funds discover and use alternative data. They explore how the rapid growth of data sources and AI-powered tools is making sophisticated data strategies accessible not just to large quant funds, but also to smaller fundamental managers. Jack shares insights on the evolution of alternative data, the rise of AI-driven workflows, and how investment teams can cut through overwhelming data noise to extract meaningful signals. If you’re looking to understand how AI agents, context engines, and new data sources are shaping the next generation of investment research, this episode offers practical perspective from the front lines of the industry. Key Moments: 04:12 "Adaptable Data Solutions Platform" 08:09 "Navigating Early Data Journeys" 11:03 "Navigating Data Risks with AI" 15:38 Future of Data and AI Integration 19:00 "AI's Impact on Data Strategy" 22:48 "Reflections on AI Adoption Challenges" 25:14 "From Sales to Aha Moment" 29:55 "Agentic Workflows and Customization" 33:03 AI Workflow and Democratization Insights About the guest : Jack Killea is Head of Data Strategy and Sourcing at Maiden Century, where he helps investment managers discover and use alternative data more effectively. He has spent over a decade working at the intersection of hedge funds, data providers, and AI-driven investment research. How to connect Jack : https://www.linkedin.com/in/jack-killea-5582531a/ About the host : Stan Altshuller is a leading figure at the intersection of fintech and artificial intelligence. As an investor, founder, and advisor, he has collaborated with some of the world’s top hedge funds, asset managers, and data companies, helping them leverage technology for smarter decision-making and growth. Stan hosts the Momentum podcast, where each week he shares practical AI strategies designed to help financial professionals cut through the noise, beat data overload, and build intelligent, data-driven workflows. With a passion for exploring what’s next in finance, Stan empowers his audience to stay ahead of the curve by turning ideas into actionable results. Connect Stan : LinkedIn Profile: https://www.linkedin.com/in/stanalt/ Website www.acadia.im
What this episode covers
In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller speaks with Jack Killea, Head of Data Strategy and Sourcing at Maiden Century, about how AI is changing the way hedge funds discover and use alternative data. They explore how the rapid growth of data sources and AI-powered tools is making sophisticated data strategies accessible not just to large quant funds, but also to smaller fundamental managers. Jack shares insights on the evolution of alternative data, the rise of AI-driven workflows, and how investment teams can cut through overwhelming data noise to extract meaningful signals. If you’re looking to understand how AI agents, context engines, and new data sources are shaping the next generation of investment research, this episode offers practical perspective from the front lines of the industry. Key Moments: 04:12 "Adaptable Data Solutions Platform" 08:09 "Navigating Early Data Journeys" 11:03 "Navigating Data Risks with AI" 15:38 Future of Data and AI Integration 19:00 "AI's Impact on Data Strategy" 22:48 "Reflections on AI Adoption Challenges" 25:14 "From Sales to Aha Moment" 29:55 "Agentic Workflows and Customization" 33:03 AI Workflow and Democratization Insights About the guest : Jack Killea is Head of Data Strategy and Sourcing at Maiden Century, where he helps investment managers discover and use alternative data more effectively. He has spent over a decade working at the intersection of hedge funds, data providers, and AI-driven investment research. How to connect Jack : https://www.linkedin.com/in/jack-killea-5582531a/ About the host : Stan Altshuller is a leading figure at the intersection of fintech and artificial intelligence. As an investor, founder, and advisor, he has collaborated with some of the world’s top hedge funds, asset managers, and data companies, helping them leverage technology for smarter decision-making and growth. Stan hosts the Momentum podcast, where each week he shares practical AI strategies designed to help financial professionals cut through the noise, beat data overload, and build intelligent, data-driven workflows. With a passion for exploring what’s next in finance, Stan empowers his audience to stay ahead of the curve by turning ideas into actionable results. Connect Stan : LinkedIn Profile: https://www.linkedin.com/in/stanalt/ Website www.acadia.im
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How AI Is Democratizing Alternative Data for Hedge Funds
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