EPISODE · Nov 19, 2025 · 26 MIN
From Data Chaos to Clarity: How AI Empowers Hedge Funds to Act Faster
from Momentum: Where FinTech Meets AI with Stan Altshuller · host Stan Altshller
In the debut episode of Momentum: Where FinTech Meets AI, host Stan Altshuller sits down with AI engineer Ady Ngom to explore how hedge funds and investment managers can finally turn data chaos into clarity. Together, they reveal how AI-driven workflows are helping small teams cut through noise, extract meaningful signals, and make faster, more confident investment decisions. From automating research and marketing processes to building agentic AI tools that enrich data and improve lead quality, Stan and Ady share actionable strategies for firms that want to scale intelligently - without sacrificing security or control. If you’ve ever felt buried under too much data, this episode will show you exactly how to turn it into your competitive edge. Key Moments: 06:12 Turning Data Into Actionable Insight 10:17 "Data Enrichment Explained Simply" 12:20 AI Enhancing Data and Outreach 17:45 Streamlined Decision-Making Dashboard 21:19 "AI, Productivity, and Compliance" 23:56 AI Solutions for Fintech Innovators About the guest : Ady Ngom’s journey in technology began over two decades ago, spending nearly 24 years honing his craft as a software engineer. When the world pivoted into the AI era, Ady embraced it fully, dedicating the last two years to developing innovative AI solutions. It was this new focus that led him to connect with business-minded collaborators, where his technical expertise matched perfectly with their strategic vision. Ady’s story is one of evolution and adaptation, moving from the foundations of software to the cutting edge of artificial intelligence, always seeking new crossroads for growth and collaboration. How to connect Ady : LinkedIn: https://www.linkedin.com/in/adyngom/ Website: https://adyngom.com/ 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 the debut episode of Momentum: Where FinTech Meets AI, host Stan Altshuller sits down with AI engineer Ady Ngom to explore how hedge funds and investment managers can finally turn data chaos into clarity. Together, they reveal how AI-driven workflows are helping small teams cut through noise, extract meaningful signals, and make faster, more confident investment decisions. From automating research and marketing processes to building agentic AI tools that enrich data and improve lead quality, Stan and Ady share actionable strategies for firms that want to scale intelligently - without sacrificing security or control. If you’ve ever felt buried under too much data, this episode will show you exactly how to turn it into your competitive edge. Key Moments: 06:12 Turning Data Into Actionable Insight 10:17 "Data Enrichment Explained Simply" 12:20 AI Enhancing Data and Outreach 17:45 Streamlined Decision-Making Dashboard 21:19 "AI, Productivity, and Compliance" 23:56 AI Solutions for Fintech Innovators About the guest : Ady Ngom’s journey in technology began over two decades ago, spending nearly 24 years honing his craft as a software engineer. When the world pivoted into the AI era, Ady embraced it fully, dedicating the last two years to developing innovative AI solutions. It was this new focus that led him to connect with business-minded collaborators, where his technical expertise matched perfectly with their strategic vision. Ady’s story is one of evolution and adaptation, moving from the foundations of software to the cutting edge of artificial intelligence, always seeking new crossroads for growth and collaboration. How to connect Ady : LinkedIn: https://www.linkedin.com/in/adyngom/ Website: https://adyngom.com/ 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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From Data Chaos to Clarity: How AI Empowers Hedge Funds to Act Faster
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