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        <title>Momentum: Where  FinTech Meets AI with Stan Altshuller</title>
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        <description>Momentum with Stan Altshuller is the show where the latest technology meets finance.
Each week, we explore practical AI strategies that help hedge funds, asset managers, and FinTech founders cut through data overload, unlock insights, and drive measurable growth.
Hosted by Stan Altshuller - investor, founder, and advisor to some of the world’s top financial firms, this podcast delivers actionable frameworks, real-world case studies, and conversations with industry innovators who are using AI, data, and automation to transform finance.
Whether you’re building smarter portfolios, scaling your FinTech, or searching for your next growth edge, this is where you’ll discover how to turn data into growth and ideas into results.</description>
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                <title>Momentum: Where  FinTech Meets AI with Stan Altshuller</title>
                <link>https://momentum.castos.com</link>
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                <itunes:subtitle>Momentum with Stan Altshuller is the show where the latest technology meets finance.
Each week, we explore practical AI strategies that help hedge funds, asset managers, and FinTech founders cut through data overload, unlock insights, and drive measurable growth.
Hosted by Stan Altshuller - investor, founder, and advisor to some of the world’s top financial firms, this podcast delivers actionable frameworks, real-world case studies, and conversations with industry innovators who are using AI, data, and automation to transform finance.
Whether you’re building smarter portfolios, scaling your FinTech, or searching for your next growth edge, this is where you’ll discover how to turn data into growth and ideas into results.</itunes:subtitle>
        <itunes:author>Stan Altshller</itunes:author>
        <itunes:type>episodic</itunes:type>
        <itunes:summary>Momentum with Stan Altshuller is the show where the latest technology meets finance.
Each week, we explore practical AI strategies that help hedge funds, asset managers, and FinTech founders cut through data overload, unlock insights, and drive measurable growth.
Hosted by Stan Altshuller - investor, founder, and advisor to some of the world’s top financial firms, this podcast delivers actionable frameworks, real-world case studies, and conversations with industry innovators who are using AI, data, and automation to transform finance.
Whether you’re building smarter portfolios, scaling your FinTech, or searching for your next growth edge, this is where you’ll discover how to turn data into growth and ideas into results.</itunes:summary>
        <itunes:owner>
            <itunes:name>Stan Altshller</itunes:name>
            <itunes:email>stanalt@gmail.com</itunes:email>
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                <title>
                    <![CDATA[How Hedge Funds Use AI to Turn Data Overload into Investment Edge]]>
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                <pubDate>Wed, 27 May 2026 22:30:31 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
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                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Ashutosh Agarwal</b>, CEO of <b>Matterfact</b>, to explore how AI is transforming hedge fund research, workflows, and the pursuit of alpha. Drawing from his experience at Millennium and Google, Ashutosh explains why the real power of AI is not just automation - it’s uncovering insights that investment teams would otherwise miss.</p>
<p>They discuss AI prompting, workflow design, the rise of podcasts as an investment research source, and how smaller funds can now access capabilities once reserved for the largest institutions. If you’re looking to build smarter research workflows, improve decision-making, and stay competitive in an AI-driven investment landscape, this episode delivers practical strategies you can apply immediately.</p>
<p><b>Key Moments: </b></p>
<p>04:47 Origin of the SaaS idea</p>
<p>08:15 Common mistakes in AI prompting</p>
<p>10:19 AI's current limitations and needs</p>
<p>12:46 Using AI for car inventory analysis</p>
<p>18:05 Industry discussions and market trends</p>
<p>20:53 Understanding current AI capabilities</p>
<p>25:16 Final thoughts on empowering ideas</p>
<p>25:53 Ken Griffin impressed by AI system</p>
<p><b>About the guest :</b><b><br /></b></p>
<p><b>Ashutosh Agarwal</b> is the CEO of <b>Matterfact</b> and a former quant at Millennium and tech lead at Google. He focuses on building AI-powered tools that help investment professionals uncover deeper insights, improve research workflows, and generate alpha more efficiently.</p>
<p>How to connect Ashutosh :  <a href="https://www.linkedin.com/in/ashutoshagwl/">https://www.linkedin.com/in/ashutoshagwl/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Ashutosh Agarwal, CEO of Matterfact, to explore how AI is transforming hedge fund research, workflows, and the pursuit of alpha. Drawing from his experience at Millennium and Google, Ashutosh explains why the real power of AI is not just automation - it’s uncovering insights that investment teams would otherwise miss.
They discuss AI prompting, workflow design, the rise of podcasts as an investment research source, and how smaller funds can now access capabilities once reserved for the largest institutions. If you’re looking to build smarter research workflows, improve decision-making, and stay competitive in an AI-driven investment landscape, this episode delivers practical strategies you can apply immediately.
Key Moments: 
04:47 Origin of the SaaS idea
08:15 Common mistakes in AI prompting
10:19 AI's current limitations and needs
12:46 Using AI for car inventory analysis
18:05 Industry discussions and market trends
20:53 Understanding current AI capabilities
25:16 Final thoughts on empowering ideas
25:53 Ken Griffin impressed by AI system
About the guest :
Ashutosh Agarwal is the CEO of Matterfact and a former quant at Millennium and tech lead at Google. He focuses on building AI-powered tools that help investment professionals uncover deeper insights, improve research workflows, and generate alpha more efficiently.
How to connect Ashutosh :  https://www.linkedin.com/in/ashutoshagwl/
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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                                <itunes:title>
                    <![CDATA[How Hedge Funds Use AI to Turn Data Overload into Investment Edge]]>
                </itunes:title>
                                    <itunes:episode>14</itunes:episode>
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                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Ashutosh Agarwal</b>, CEO of <b>Matterfact</b>, to explore how AI is transforming hedge fund research, workflows, and the pursuit of alpha. Drawing from his experience at Millennium and Google, Ashutosh explains why the real power of AI is not just automation - it’s uncovering insights that investment teams would otherwise miss.</p>
<p>They discuss AI prompting, workflow design, the rise of podcasts as an investment research source, and how smaller funds can now access capabilities once reserved for the largest institutions. If you’re looking to build smarter research workflows, improve decision-making, and stay competitive in an AI-driven investment landscape, this episode delivers practical strategies you can apply immediately.</p>
<p><b>Key Moments: </b></p>
<p>04:47 Origin of the SaaS idea</p>
<p>08:15 Common mistakes in AI prompting</p>
<p>10:19 AI's current limitations and needs</p>
<p>12:46 Using AI for car inventory analysis</p>
<p>18:05 Industry discussions and market trends</p>
<p>20:53 Understanding current AI capabilities</p>
<p>25:16 Final thoughts on empowering ideas</p>
<p>25:53 Ken Griffin impressed by AI system</p>
<p><b>About the guest :</b><b><br /></b></p>
<p><b>Ashutosh Agarwal</b> is the CEO of <b>Matterfact</b> and a former quant at Millennium and tech lead at Google. He focuses on building AI-powered tools that help investment professionals uncover deeper insights, improve research workflows, and generate alpha more efficiently.</p>
<p>How to connect Ashutosh :  <a href="https://www.linkedin.com/in/ashutoshagwl/">https://www.linkedin.com/in/ashutoshagwl/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
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                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Ashutosh Agarwal, CEO of Matterfact, to explore how AI is transforming hedge fund research, workflows, and the pursuit of alpha. Drawing from his experience at Millennium and Google, Ashutosh explains why the real power of AI is not just automation - it’s uncovering insights that investment teams would otherwise miss.
They discuss AI prompting, workflow design, the rise of podcasts as an investment research source, and how smaller funds can now access capabilities once reserved for the largest institutions. If you’re looking to build smarter research workflows, improve decision-making, and stay competitive in an AI-driven investment landscape, this episode delivers practical strategies you can apply immediately.
Key Moments: 
04:47 Origin of the SaaS idea
08:15 Common mistakes in AI prompting
10:19 AI's current limitations and needs
12:46 Using AI for car inventory analysis
18:05 Industry discussions and market trends
20:53 Understanding current AI capabilities
25:16 Final thoughts on empowering ideas
25:53 Ken Griffin impressed by AI system
About the guest :
Ashutosh Agarwal is the CEO of Matterfact and a former quant at Millennium and tech lead at Google. He focuses on building AI-powered tools that help investment professionals uncover deeper insights, improve research workflows, and generate alpha more efficiently.
How to connect Ashutosh :  https://www.linkedin.com/in/ashutoshagwl/
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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                                                                            <itunes:duration>00:28:04</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
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                    <item>
                <title>
                    <![CDATA[How AI Is Transforming Investment Due Diligence for Asset Managers | Stan Altshuller & Monel Amin]]>
                </title>
                <pubDate>Thu, 14 May 2026 08:35:58 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2462446</guid>
                                    <link>https://momo.castos.com/episodes/how-ai-is-transforming-investment-due-diligence-for-asset-managers-stan-altshuller-monel-amin</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Monel Amin</b>, founder of <b>DiligenceVault</b>, to explore how AI is reshaping operational due diligence for institutional investors. From managing overwhelming amounts of data to streamlining workflows between allocators and asset managers, Monel explains how technology is transforming one of the most time-intensive areas of investment management.</p>
<p>They discuss the evolution of diligence processes, the challenges of fragmented information, and how AI-powered collaboration is helping firms make faster, smarter investment decisions. If you’re looking to modernize due diligence, reduce operational inefficiencies, and improve decision-making across investment teams, this episode delivers practical insights into the future of institutional investing.</p>
<p><strong>Key Moments: </strong></p>
<p>05:05 Discussing varying risk tolerances</p>
<p>08:30 Discussing data room limitations</p>
<p>10:02 Digitizing manager communication process</p>
<p>13:15 Streamlining document collaboration</p>
<p>17:02 Verifying facts with AI</p>
<p>22:16 AI and investment due diligence</p>
<p><strong>About the guest : </strong></p>
<p>Monel Amin’s journey to founding DiligenceVault began over a decade ago while working at Citi. During her tenure, she held a pivotal role overseeing risk both as an asset manager and as an allocator. This unique vantage point allowed her to observe firsthand the complex dynamics between allocators and asset managers, particularly the due diligence process they undertake when evaluating one another. Witnessing the challenges and inefficiencies in this critical process inspired her to launch Diligence Vault, with the vision of transforming how diligence is conducted across the asset and wealth management industry.</p>
<p><strong>How to connect Monel: </strong></p>
<p>LinkedIn: <a href="https://www.linkedin.com/in/monel-amin/">https://www.linkedin.com/in/monel-amin/</a></p>
<p>Website : <a href="https://diligencevault.com/">https://diligencevault.com/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>
<h3>Chapters</h3>
<ul><li>(00:00:00) - The Future of Fintech & AI</li><li>(00:00:58) - Monel Amin on Diligence Vault</li><li>(00:06:19) - How To Manage RFPs & Due Diligence Requ</li><li>(00:11:46) - Inventors vs. Managers: The Network</li><li>(00:12:25) - The Advantage of Manager-Led Processes</li><li>(00:14:11) - Diligence Vault: The Future of AI</li><li>(00:15:03) - Does AI Improve the Due Diligence Process?</li><li>(00:18:16) - WSJD Live: Asset Managers Open to AI</li><li>(00:19:00) - Is There Anything That AI Should Do in Operational Due diligence?</li><li>(00:23:54) - How To Get In Touch With Due Diligence Experts</li></ul>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Monel Amin, founder of DiligenceVault, to explore how AI is reshaping operational due diligence for institutional investors. From managing overwhelming amounts of data to streamlining workflows between allocators and asset managers, Monel explains how technology is transforming one of the most time-intensive areas of investment management.
They discuss the evolution of diligence processes, the challenges of fragmented information, and how AI-powered collaboration is helping firms make faster, smarter investment decisions. If you’re looking to modernize due diligence, reduce operational inefficiencies, and improve decision-making across investment teams, this episode delivers practical insights into the future of institutional investing.
Key Moments: 
05:05 Discussing varying risk tolerances
08:30 Discussing data room limitations
10:02 Digitizing manager communication process
13:15 Streamlining document collaboration
17:02 Verifying facts with AI
22:16 AI and investment due diligence
About the guest : 
Monel Amin’s journey to founding DiligenceVault began over a decade ago while working at Citi. During her tenure, she held a pivotal role overseeing risk both as an asset manager and as an allocator. This unique vantage point allowed her to observe firsthand the complex dynamics between allocators and asset managers, particularly the due diligence process they undertake when evaluating one another. Witnessing the challenges and inefficiencies in this critical process inspired her to launch Diligence Vault, with the vision of transforming how diligence is conducted across the asset and wealth management industry.
How to connect Monel: 
LinkedIn: https://www.linkedin.com/in/monel-amin/
Website : https://diligencevault.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]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How AI Is Transforming Investment Due Diligence for Asset Managers | Stan Altshuller & Monel Amin]]>
                </itunes:title>
                                    <itunes:episode>13</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Monel Amin</b>, founder of <b>DiligenceVault</b>, to explore how AI is reshaping operational due diligence for institutional investors. From managing overwhelming amounts of data to streamlining workflows between allocators and asset managers, Monel explains how technology is transforming one of the most time-intensive areas of investment management.</p>
<p>They discuss the evolution of diligence processes, the challenges of fragmented information, and how AI-powered collaboration is helping firms make faster, smarter investment decisions. If you’re looking to modernize due diligence, reduce operational inefficiencies, and improve decision-making across investment teams, this episode delivers practical insights into the future of institutional investing.</p>
<p><strong>Key Moments: </strong></p>
<p>05:05 Discussing varying risk tolerances</p>
<p>08:30 Discussing data room limitations</p>
<p>10:02 Digitizing manager communication process</p>
<p>13:15 Streamlining document collaboration</p>
<p>17:02 Verifying facts with AI</p>
<p>22:16 AI and investment due diligence</p>
<p><strong>About the guest : </strong></p>
<p>Monel Amin’s journey to founding DiligenceVault began over a decade ago while working at Citi. During her tenure, she held a pivotal role overseeing risk both as an asset manager and as an allocator. This unique vantage point allowed her to observe firsthand the complex dynamics between allocators and asset managers, particularly the due diligence process they undertake when evaluating one another. Witnessing the challenges and inefficiencies in this critical process inspired her to launch Diligence Vault, with the vision of transforming how diligence is conducted across the asset and wealth management industry.</p>
<p><strong>How to connect Monel: </strong></p>
<p>LinkedIn: <a href="https://www.linkedin.com/in/monel-amin/">https://www.linkedin.com/in/monel-amin/</a></p>
<p>Website : <a href="https://diligencevault.com/">https://diligencevault.com/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
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                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Monel Amin, founder of DiligenceVault, to explore how AI is reshaping operational due diligence for institutional investors. From managing overwhelming amounts of data to streamlining workflows between allocators and asset managers, Monel explains how technology is transforming one of the most time-intensive areas of investment management.
They discuss the evolution of diligence processes, the challenges of fragmented information, and how AI-powered collaboration is helping firms make faster, smarter investment decisions. If you’re looking to modernize due diligence, reduce operational inefficiencies, and improve decision-making across investment teams, this episode delivers practical insights into the future of institutional investing.
Key Moments: 
05:05 Discussing varying risk tolerances
08:30 Discussing data room limitations
10:02 Digitizing manager communication process
13:15 Streamlining document collaboration
17:02 Verifying facts with AI
22:16 AI and investment due diligence
About the guest : 
Monel Amin’s journey to founding DiligenceVault began over a decade ago while working at Citi. During her tenure, she held a pivotal role overseeing risk both as an asset manager and as an allocator. This unique vantage point allowed her to observe firsthand the complex dynamics between allocators and asset managers, particularly the due diligence process they undertake when evaluating one another. Witnessing the challenges and inefficiencies in this critical process inspired her to launch Diligence Vault, with the vision of transforming how diligence is conducted across the asset and wealth management industry.
How to connect Monel: 
LinkedIn: https://www.linkedin.com/in/monel-amin/
Website : https://diligencevault.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]]>
                </itunes:summary>
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                                                                            <itunes:duration>00:25:32</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
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                    <item>
                <title>
                    <![CDATA[The New Alpha: How AI Is Democratizing Access to Data]]>
                </title>
                <pubDate>Wed, 29 Apr 2026 09:00:00 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2438118</guid>
                                    <link>https://momo.castos.com/episodes/the-new-alpha-how-ai-is-democratizing-access-to-data</link>
                                <description>
                                            <![CDATA[<p><b>In this episode of </b>Momentum: Where FinTech Meets AI<b>, host Stan Altshuller sits down with Kirk McKeown, CEO and Founder of CarbonArc, to explore how AI is reshaping the economics of data access—and redefining where alpha comes from.</b></p>
<p>For years, alternative data was expensive, fragmented, and largely reserved for hedge funds and institutional investors with deep pockets. Kirk built CarbonArc to challenge that model by making high-value data more accessible through modern, consumption-based pricing and AI-driven analytics.</p>
<p>Stan and Kirk break down how traditional financial research evolved into today’s alternative data ecosystem—and why the next wave will be powered by AI agents that can analyze information faster than ever before. They also discuss the friction that has historically slowed adoption, why accessibility matters, and how industries beyond finance are beginning to leverage these tools for smarter decisions.</p>
<p>From Wall Street to enterprise strategy, this conversation explores what happens when access to intelligence becomes cheaper, faster, and more scalable.</p>
<p>If you’re an investor, operator, data leader, or simply curious about the future of AI-powered decision-making, this episode offers a compelling look at where the market is heading.</p>
<p>Key Takeaways :</p>
<ul>
<li style="font-weight:400;">Why traditional alternative data models were broken</li>
<li style="font-weight:400;">How CarbonArc is changing data accessibility</li>
<li style="font-weight:400;">The shift toward consumption-based pricing models</li>
<li style="font-weight:400;">Why AI agents will transform research workflows</li>
<li style="font-weight:400;">How alternative data extends beyond hedge funds</li>
<li style="font-weight:400;">The future of investment intelligence</li>
<li style="font-weight:400;">Why access to data may become the ultimate competitive advantage </li>
</ul>
<p>Key Moments: </p>
<p>04:57 Building a frictionless data market</p>
<p>08:38 Transforming the license structure</p>
<p>13:37 Rev share and flexible solutions</p>
<p>17:25 Exploring data and analytics</p>
<p>19:34 AI economy and data structure</p>
<p>24:51 Understanding alpha in trading strategies</p>
<p>26:55 Understanding data accessibility challenges</p>
<p>30:58 Evaluating company decisions</p>
<p>33:35 Expanding developer community</p>
<p>About the guest : </p>
<p>Kirk McKeown is the CEO and Founder of CarbonArc, a company focused on democratizing access to alternative data through modern pricing models and AI-driven infrastructure. With over two decades of experience in financial data and investment research, Kirk has helped reshape how institutions source and consume intelligence for better decision-making.</p>
<p>Connect Krik : </p>
<p>LinkedIn: <a href="https://www.linkedin.com/in/kirk-mckeown-400607214/">https://www.linkedin.com/in/kirk-mckeown-400607214/</a></p>
<p>Website: <a href="https://www.carbonarc.ai/">https://www.carbonarc.ai/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, host Stan Altshuller sits down with Kirk McKeown, CEO and Founder of CarbonArc, to explore how AI is reshaping the economics of data access—and redefining where alpha comes from.
For years, alternative data was expensive, fragmented, and largely reserved for hedge funds and institutional investors with deep pockets. Kirk built CarbonArc to challenge that model by making high-value data more accessible through modern, consumption-based pricing and AI-driven analytics.
Stan and Kirk break down how traditional financial research evolved into today’s alternative data ecosystem—and why the next wave will be powered by AI agents that can analyze information faster than ever before. They also discuss the friction that has historically slowed adoption, why accessibility matters, and how industries beyond finance are beginning to leverage these tools for smarter decisions.
From Wall Street to enterprise strategy, this conversation explores what happens when access to intelligence becomes cheaper, faster, and more scalable.
If you’re an investor, operator, data leader, or simply curious about the future of AI-powered decision-making, this episode offers a compelling look at where the market is heading.
Key Takeaways :

Why traditional alternative data models were broken
How CarbonArc is changing data accessibility
The shift toward consumption-based pricing models
Why AI agents will transform research workflows
How alternative data extends beyond hedge funds
The future of investment intelligence
Why access to data may become the ultimate competitive advantage 

Key Moments: 
04:57 Building a frictionless data market
08:38 Transforming the license structure
13:37 Rev share and flexible solutions
17:25 Exploring data and analytics
19:34 AI economy and data structure
24:51 Understanding alpha in trading strategies
26:55 Understanding data accessibility challenges
30:58 Evaluating company decisions
33:35 Expanding developer community
About the guest : 
Kirk McKeown is the CEO and Founder of CarbonArc, a company focused on democratizing access to alternative data through modern pricing models and AI-driven infrastructure. With over two decades of experience in financial data and investment research, Kirk has helped reshape how institutions source and consume intelligence for better decision-making.
Connect Krik : 
LinkedIn: https://www.linkedin.com/in/kirk-mckeown-400607214/
Website: https://www.carbonarc.ai/
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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[The New Alpha: How AI Is Democratizing Access to Data]]>
                </itunes:title>
                                    <itunes:episode>12</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p><b>In this episode of </b>Momentum: Where FinTech Meets AI<b>, host Stan Altshuller sits down with Kirk McKeown, CEO and Founder of CarbonArc, to explore how AI is reshaping the economics of data access—and redefining where alpha comes from.</b></p>
<p>For years, alternative data was expensive, fragmented, and largely reserved for hedge funds and institutional investors with deep pockets. Kirk built CarbonArc to challenge that model by making high-value data more accessible through modern, consumption-based pricing and AI-driven analytics.</p>
<p>Stan and Kirk break down how traditional financial research evolved into today’s alternative data ecosystem—and why the next wave will be powered by AI agents that can analyze information faster than ever before. They also discuss the friction that has historically slowed adoption, why accessibility matters, and how industries beyond finance are beginning to leverage these tools for smarter decisions.</p>
<p>From Wall Street to enterprise strategy, this conversation explores what happens when access to intelligence becomes cheaper, faster, and more scalable.</p>
<p>If you’re an investor, operator, data leader, or simply curious about the future of AI-powered decision-making, this episode offers a compelling look at where the market is heading.</p>
<p>Key Takeaways :</p>
<ul>
<li style="font-weight:400;">Why traditional alternative data models were broken</li>
<li style="font-weight:400;">How CarbonArc is changing data accessibility</li>
<li style="font-weight:400;">The shift toward consumption-based pricing models</li>
<li style="font-weight:400;">Why AI agents will transform research workflows</li>
<li style="font-weight:400;">How alternative data extends beyond hedge funds</li>
<li style="font-weight:400;">The future of investment intelligence</li>
<li style="font-weight:400;">Why access to data may become the ultimate competitive advantage </li>
</ul>
<p>Key Moments: </p>
<p>04:57 Building a frictionless data market</p>
<p>08:38 Transforming the license structure</p>
<p>13:37 Rev share and flexible solutions</p>
<p>17:25 Exploring data and analytics</p>
<p>19:34 AI economy and data structure</p>
<p>24:51 Understanding alpha in trading strategies</p>
<p>26:55 Understanding data accessibility challenges</p>
<p>30:58 Evaluating company decisions</p>
<p>33:35 Expanding developer community</p>
<p>About the guest : </p>
<p>Kirk McKeown is the CEO and Founder of CarbonArc, a company focused on democratizing access to alternative data through modern pricing models and AI-driven infrastructure. With over two decades of experience in financial data and investment research, Kirk has helped reshape how institutions source and consume intelligence for better decision-making.</p>
<p>Connect Krik : </p>
<p>LinkedIn: <a href="https://www.linkedin.com/in/kirk-mckeown-400607214/">https://www.linkedin.com/in/kirk-mckeown-400607214/</a></p>
<p>Website: <a href="https://www.carbonarc.ai/">https://www.carbonarc.ai/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2438118/c1e-ggwvrurnnkmuxg0dg-0v0pmk44u6o6-jzji6s.mp3" length="35366228"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, host Stan Altshuller sits down with Kirk McKeown, CEO and Founder of CarbonArc, to explore how AI is reshaping the economics of data access—and redefining where alpha comes from.
For years, alternative data was expensive, fragmented, and largely reserved for hedge funds and institutional investors with deep pockets. Kirk built CarbonArc to challenge that model by making high-value data more accessible through modern, consumption-based pricing and AI-driven analytics.
Stan and Kirk break down how traditional financial research evolved into today’s alternative data ecosystem—and why the next wave will be powered by AI agents that can analyze information faster than ever before. They also discuss the friction that has historically slowed adoption, why accessibility matters, and how industries beyond finance are beginning to leverage these tools for smarter decisions.
From Wall Street to enterprise strategy, this conversation explores what happens when access to intelligence becomes cheaper, faster, and more scalable.
If you’re an investor, operator, data leader, or simply curious about the future of AI-powered decision-making, this episode offers a compelling look at where the market is heading.
Key Takeaways :

Why traditional alternative data models were broken
How CarbonArc is changing data accessibility
The shift toward consumption-based pricing models
Why AI agents will transform research workflows
How alternative data extends beyond hedge funds
The future of investment intelligence
Why access to data may become the ultimate competitive advantage 

Key Moments: 
04:57 Building a frictionless data market
08:38 Transforming the license structure
13:37 Rev share and flexible solutions
17:25 Exploring data and analytics
19:34 AI economy and data structure
24:51 Understanding alpha in trading strategies
26:55 Understanding data accessibility challenges
30:58 Evaluating company decisions
33:35 Expanding developer community
About the guest : 
Kirk McKeown is the CEO and Founder of CarbonArc, a company focused on democratizing access to alternative data through modern pricing models and AI-driven infrastructure. With over two decades of experience in financial data and investment research, Kirk has helped reshape how institutions source and consume intelligence for better decision-making.
Connect Krik : 
LinkedIn: https://www.linkedin.com/in/kirk-mckeown-400607214/
Website: https://www.carbonarc.ai/
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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2438118/c1a-29736-474x8k97a6mq-9bji9n.jpg"></itunes:image>
                                                                            <itunes:duration>00:36:22</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How to Get Your Brand Mentioned by ChatGPT and AI Search]]>
                </title>
                <pubDate>Wed, 15 Apr 2026 12:14:05 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2422681</guid>
                                    <link>https://momo.castos.com/episodes/how-to-get-your-brand-mentioned-by-chatgpt-and-ai-search</link>
                                <description>
                                            <![CDATA[<p>Resource Mentioned  - <a href="https://www.youtube.com/watch?v=15RN0Aee72Y">https://www.youtube.com/watch?v=15RN0Aee72Y</a></p>
<p>In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Ben Tannenbaum, founder and CEO of <b>AISO</b>, to break down how brands can win visibility in the age of AI search. They explore why SEO isn’t dead but evolving, how ChatGPT actually selects brands, and what “fan-out search” means for your marketing strategy.</p>
<p>Ben shares practical strategies to help you get mentioned inside AI tools -  from identifying the right questions users are asking to optimizing content for AI-driven discovery. If you’re a marketer, founder, or growth leader trying to stay relevant as search shifts from Google to AI assistants, this episode gives you a clear, actionable roadmap.</p>
<p>Key Moments:<br /><b>02:00</b> – Is SEO dead or just evolving?<br /><b>04:30</b> – Why clicks are decreasing but revenue may not be<br /><b>06:30</b> – Understanding AI as a research assistant, not a search engine<br /><b>08:30</b> – What is “fan-out search” and why it matters<br /><b>11:00</b> – How ChatGPT chooses which brands to mention<br /><b>13:30</b> – Why you don’t need to rank #1 on Google anymore<br /><b>16:00</b> – The simplest way to get mentioned by AI tools<br /><b>19:00</b> – How to find what users are actually asking ChatGPT<br /><b>22:00</b> – Turning AI conversations into actionable content strategy<br /><b>25:00</b> – Medium, LinkedIn, and off-site strategies that work<br /><b>27:00</b> – Why Reddit can damage your brand if done wrong<br /><b>30:00</b> – How AISO collects real AI conversation data<br /><b>34:00</b> – From raw data to actionable marketing insights<br /><b>38:00</b> – The fastest way to increase AI mentions (2x to 10x)<br /><b>41:00</b> – The future of AI-driven market research and customer insights</p>
<p><strong>About the Guest : </strong></p>
<p><b>Ben Tannenbaum</b> is the founder and CEO of <b>AISO</b>, where he helps brands understand how people use AI tools like ChatGPT and how to get discovered within them.</p>
<p>With a background in data platforms and alternative data, Ben specializes in turning real AI conversations into actionable insights that help companies improve visibility, content strategy, and growth.</p>
<p>Website : <a href="https://www.getaiso.com/">https://www.getaiso.com/</a></p>
<p>Linkedin : <a href="https://www.linkedin.com/in/bentann/">https://www.linkedin.com/in/bentann/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[Resource Mentioned  - https://www.youtube.com/watch?v=15RN0Aee72Y
In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Ben Tannenbaum, founder and CEO of AISO, to break down how brands can win visibility in the age of AI search. They explore why SEO isn’t dead but evolving, how ChatGPT actually selects brands, and what “fan-out search” means for your marketing strategy.
Ben shares practical strategies to help you get mentioned inside AI tools -  from identifying the right questions users are asking to optimizing content for AI-driven discovery. If you’re a marketer, founder, or growth leader trying to stay relevant as search shifts from Google to AI assistants, this episode gives you a clear, actionable roadmap.
Key Moments:02:00 – Is SEO dead or just evolving?04:30 – Why clicks are decreasing but revenue may not be06:30 – Understanding AI as a research assistant, not a search engine08:30 – What is “fan-out search” and why it matters11:00 – How ChatGPT chooses which brands to mention13:30 – Why you don’t need to rank #1 on Google anymore16:00 – The simplest way to get mentioned by AI tools19:00 – How to find what users are actually asking ChatGPT22:00 – Turning AI conversations into actionable content strategy25:00 – Medium, LinkedIn, and off-site strategies that work27:00 – Why Reddit can damage your brand if done wrong30:00 – How AISO collects real AI conversation data34:00 – From raw data to actionable marketing insights38:00 – The fastest way to increase AI mentions (2x to 10x)41:00 – The future of AI-driven market research and customer insights
About the Guest : 
Ben Tannenbaum is the founder and CEO of AISO, where he helps brands understand how people use AI tools like ChatGPT and how to get discovered within them.
With a background in data platforms and alternative data, Ben specializes in turning real AI conversations into actionable insights that help companies improve visibility, content strategy, and growth.
Website : https://www.getaiso.com/
Linkedin : https://www.linkedin.com/in/bentann/
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]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How to Get Your Brand Mentioned by ChatGPT and AI Search]]>
                </itunes:title>
                                    <itunes:episode>11</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>Resource Mentioned  - <a href="https://www.youtube.com/watch?v=15RN0Aee72Y">https://www.youtube.com/watch?v=15RN0Aee72Y</a></p>
<p>In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Ben Tannenbaum, founder and CEO of <b>AISO</b>, to break down how brands can win visibility in the age of AI search. They explore why SEO isn’t dead but evolving, how ChatGPT actually selects brands, and what “fan-out search” means for your marketing strategy.</p>
<p>Ben shares practical strategies to help you get mentioned inside AI tools -  from identifying the right questions users are asking to optimizing content for AI-driven discovery. If you’re a marketer, founder, or growth leader trying to stay relevant as search shifts from Google to AI assistants, this episode gives you a clear, actionable roadmap.</p>
<p>Key Moments:<br /><b>02:00</b> – Is SEO dead or just evolving?<br /><b>04:30</b> – Why clicks are decreasing but revenue may not be<br /><b>06:30</b> – Understanding AI as a research assistant, not a search engine<br /><b>08:30</b> – What is “fan-out search” and why it matters<br /><b>11:00</b> – How ChatGPT chooses which brands to mention<br /><b>13:30</b> – Why you don’t need to rank #1 on Google anymore<br /><b>16:00</b> – The simplest way to get mentioned by AI tools<br /><b>19:00</b> – How to find what users are actually asking ChatGPT<br /><b>22:00</b> – Turning AI conversations into actionable content strategy<br /><b>25:00</b> – Medium, LinkedIn, and off-site strategies that work<br /><b>27:00</b> – Why Reddit can damage your brand if done wrong<br /><b>30:00</b> – How AISO collects real AI conversation data<br /><b>34:00</b> – From raw data to actionable marketing insights<br /><b>38:00</b> – The fastest way to increase AI mentions (2x to 10x)<br /><b>41:00</b> – The future of AI-driven market research and customer insights</p>
<p><strong>About the Guest : </strong></p>
<p><b>Ben Tannenbaum</b> is the founder and CEO of <b>AISO</b>, where he helps brands understand how people use AI tools like ChatGPT and how to get discovered within them.</p>
<p>With a background in data platforms and alternative data, Ben specializes in turning real AI conversations into actionable insights that help companies improve visibility, content strategy, and growth.</p>
<p>Website : <a href="https://www.getaiso.com/">https://www.getaiso.com/</a></p>
<p>Linkedin : <a href="https://www.linkedin.com/in/bentann/">https://www.linkedin.com/in/bentann/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2422681/c1e-81wg2tvvorraxdk4o-dmj5g0oobz3-3yijly.mp3" length="44579725"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[Resource Mentioned  - https://www.youtube.com/watch?v=15RN0Aee72Y
In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Ben Tannenbaum, founder and CEO of AISO, to break down how brands can win visibility in the age of AI search. They explore why SEO isn’t dead but evolving, how ChatGPT actually selects brands, and what “fan-out search” means for your marketing strategy.
Ben shares practical strategies to help you get mentioned inside AI tools -  from identifying the right questions users are asking to optimizing content for AI-driven discovery. If you’re a marketer, founder, or growth leader trying to stay relevant as search shifts from Google to AI assistants, this episode gives you a clear, actionable roadmap.
Key Moments:02:00 – Is SEO dead or just evolving?04:30 – Why clicks are decreasing but revenue may not be06:30 – Understanding AI as a research assistant, not a search engine08:30 – What is “fan-out search” and why it matters11:00 – How ChatGPT chooses which brands to mention13:30 – Why you don’t need to rank #1 on Google anymore16:00 – The simplest way to get mentioned by AI tools19:00 – How to find what users are actually asking ChatGPT22:00 – Turning AI conversations into actionable content strategy25:00 – Medium, LinkedIn, and off-site strategies that work27:00 – Why Reddit can damage your brand if done wrong30:00 – How AISO collects real AI conversation data34:00 – From raw data to actionable marketing insights38:00 – The fastest way to increase AI mentions (2x to 10x)41:00 – The future of AI-driven market research and customer insights
About the Guest : 
Ben Tannenbaum is the founder and CEO of AISO, where he helps brands understand how people use AI tools like ChatGPT and how to get discovered within them.
With a background in data platforms and alternative data, Ben specializes in turning real AI conversations into actionable insights that help companies improve visibility, content strategy, and growth.
Website : https://www.getaiso.com/
Linkedin : https://www.linkedin.com/in/bentann/
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]]>
                </itunes:summary>
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                                                                            <itunes:duration>00:45:49</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How AI and Alternative Data Are Changing Investment Decisions]]>
                </title>
                <pubDate>Wed, 01 Apr 2026 10:00:00 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2410898</guid>
                                    <link>https://momo.castos.com/episodes/how-ai-and-alternative-data-are-changing-investment-decisions</link>
                                <description>
                                            <![CDATA[<p>In this episode <b>Stan Altshuller</b> sits down with <b>Sarah McKenna</b> to explore how AI and alternative data are reshaping decision-making across finance and enterprise. From Google Trends to web data extraction, they discuss how modern data sources are helping organizations uncover signals, track market shifts, and gain a competitive edge.</p>
<p>They also break down the challenges behind data collection, including compliance, governance, and the difference between probabilistic and deterministic data. If you’re building data-driven strategies in a regulated environment, this episode shows how to combine AI, automation, and human oversight to make smarter, more confident decisions.</p>
<p><b>Key Moments: </b></p>
<p>06:18 How risk alerts are used</p>
<p>10:10 Hedge funds and data analysis</p>
<p>13:23 Balancing AI creativity and accuracy</p>
<p>14:19 Using AI for data trust</p>
<p>17:56 Growing demand for web data</p>
<p>23:00 Considerations for automating captchas</p>
<p>26:20 Sequentum platform features explained</p>
<p>28:30 Introducing the agent builder tool</p>
<p></p>
<p><b>Connect Sarah McKenna :</b> <a href="https://www.linkedin.com/in/sarahransommckenna/">https://www.linkedin.com/in/sarahransommckenna/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode Stan Altshuller sits down with Sarah McKenna to explore how AI and alternative data are reshaping decision-making across finance and enterprise. From Google Trends to web data extraction, they discuss how modern data sources are helping organizations uncover signals, track market shifts, and gain a competitive edge.
They also break down the challenges behind data collection, including compliance, governance, and the difference between probabilistic and deterministic data. If you’re building data-driven strategies in a regulated environment, this episode shows how to combine AI, automation, and human oversight to make smarter, more confident decisions.
Key Moments: 
06:18 How risk alerts are used
10:10 Hedge funds and data analysis
13:23 Balancing AI creativity and accuracy
14:19 Using AI for data trust
17:56 Growing demand for web data
23:00 Considerations for automating captchas
26:20 Sequentum platform features explained
28:30 Introducing the agent builder tool

Connect Sarah McKenna : https://www.linkedin.com/in/sarahransommckenna/
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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How AI and Alternative Data Are Changing Investment Decisions]]>
                </itunes:title>
                                    <itunes:episode>10</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode <b>Stan Altshuller</b> sits down with <b>Sarah McKenna</b> to explore how AI and alternative data are reshaping decision-making across finance and enterprise. From Google Trends to web data extraction, they discuss how modern data sources are helping organizations uncover signals, track market shifts, and gain a competitive edge.</p>
<p>They also break down the challenges behind data collection, including compliance, governance, and the difference between probabilistic and deterministic data. If you’re building data-driven strategies in a regulated environment, this episode shows how to combine AI, automation, and human oversight to make smarter, more confident decisions.</p>
<p><b>Key Moments: </b></p>
<p>06:18 How risk alerts are used</p>
<p>10:10 Hedge funds and data analysis</p>
<p>13:23 Balancing AI creativity and accuracy</p>
<p>14:19 Using AI for data trust</p>
<p>17:56 Growing demand for web data</p>
<p>23:00 Considerations for automating captchas</p>
<p>26:20 Sequentum platform features explained</p>
<p>28:30 Introducing the agent builder tool</p>
<p></p>
<p><b>Connect Sarah McKenna :</b> <a href="https://www.linkedin.com/in/sarahransommckenna/">https://www.linkedin.com/in/sarahransommckenna/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2410898/c1e-d04votomj27bpdr8k-9jwd4gk2u2-17nbkt.mp3" length="30556190"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode Stan Altshuller sits down with Sarah McKenna to explore how AI and alternative data are reshaping decision-making across finance and enterprise. From Google Trends to web data extraction, they discuss how modern data sources are helping organizations uncover signals, track market shifts, and gain a competitive edge.
They also break down the challenges behind data collection, including compliance, governance, and the difference between probabilistic and deterministic data. If you’re building data-driven strategies in a regulated environment, this episode shows how to combine AI, automation, and human oversight to make smarter, more confident decisions.
Key Moments: 
06:18 How risk alerts are used
10:10 Hedge funds and data analysis
13:23 Balancing AI creativity and accuracy
14:19 Using AI for data trust
17:56 Growing demand for web data
23:00 Considerations for automating captchas
26:20 Sequentum platform features explained
28:30 Introducing the agent builder tool

Connect Sarah McKenna : https://www.linkedin.com/in/sarahransommckenna/
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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2410898/c1a-29736-0v9gr06gcmd2-bsy7o7.jpg"></itunes:image>
                                                                            <itunes:duration>00:31:23</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How AI Is Transforming Portfolio Intelligence for Asset Managers]]>
                </title>
                <pubDate>Thu, 19 Mar 2026 17:31:28 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2401070</guid>
                                    <link>https://momo.castos.com/episodes/how-ai-is-transforming-portfolio-intelligence-for-asset-managers</link>
                                <description>
                                            <![CDATA[<p>In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller is joined by Danny Dias and Dean Schaffer from Lightkeeper to explore how AI is reshaping portfolio intelligence for modern investment firms. They discuss the growing complexity of investment data, rising LP expectations, and why traditional tools like spreadsheets are no longer enough.</p>
<p>The conversation breaks down how AI-driven analytics and new data frameworks are helping firms improve reporting, decision-making, and responsiveness. If you’re looking to move beyond fragmented data and build a more intelligent, scalable investment process, this episode offers practical insights to help you stay competitive.</p>
<p></p>
<p><b>Key Moments: </b></p>
<p>01:12 "Fintech Background and Portfolio Intelligence"</p>
<p>04:13 "Investment Challenges in AI Era"</p>
<p>09:35 "AI's Impact on Data Evolution"</p>
<p>13:30 Evolving Hedge Fund Data Demands</p>
<p>17:10 "Probabilistic Answers and Complexity"</p>
<p>18:40 Tech Leveling Fund Competition</p>
<p>22:23 "AI in Asset Management Future?"</p>
<p>24:47 Evolving Impact of AI Models</p>
<p>28:20 Optimizing Data with Lightkeeper</p>
<p></p>
<p><b>Know More about  Lightkeeper: </b></p>
<p>Linkedin : <a href="https://www.linkedin.com/company/lightkeeperllc/">https://www.linkedin.com/company/lightkeeperllc/</a></p>
<p>Website : <a href="https://lightkeeper.com/">https://lightkeeper.com/</a></p>
<p>Connect Dean : <a href="https://www.linkedin.com/in/dean-schaffer-9a16653/">https://www.linkedin.com/in/dean-schaffer-9a16653/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller is joined by Danny Dias and Dean Schaffer from Lightkeeper to explore how AI is reshaping portfolio intelligence for modern investment firms. They discuss the growing complexity of investment data, rising LP expectations, and why traditional tools like spreadsheets are no longer enough.
The conversation breaks down how AI-driven analytics and new data frameworks are helping firms improve reporting, decision-making, and responsiveness. If you’re looking to move beyond fragmented data and build a more intelligent, scalable investment process, this episode offers practical insights to help you stay competitive.

Key Moments: 
01:12 "Fintech Background and Portfolio Intelligence"
04:13 "Investment Challenges in AI Era"
09:35 "AI's Impact on Data Evolution"
13:30 Evolving Hedge Fund Data Demands
17:10 "Probabilistic Answers and Complexity"
18:40 Tech Leveling Fund Competition
22:23 "AI in Asset Management Future?"
24:47 Evolving Impact of AI Models
28:20 Optimizing Data with Lightkeeper

Know More about  Lightkeeper: 
Linkedin : https://www.linkedin.com/company/lightkeeperllc/
Website : https://lightkeeper.com/
Connect Dean : https://www.linkedin.com/in/dean-schaffer-9a16653/

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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How AI Is Transforming Portfolio Intelligence for Asset Managers]]>
                </itunes:title>
                                    <itunes:episode>9</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller is joined by Danny Dias and Dean Schaffer from Lightkeeper to explore how AI is reshaping portfolio intelligence for modern investment firms. They discuss the growing complexity of investment data, rising LP expectations, and why traditional tools like spreadsheets are no longer enough.</p>
<p>The conversation breaks down how AI-driven analytics and new data frameworks are helping firms improve reporting, decision-making, and responsiveness. If you’re looking to move beyond fragmented data and build a more intelligent, scalable investment process, this episode offers practical insights to help you stay competitive.</p>
<p></p>
<p><b>Key Moments: </b></p>
<p>01:12 "Fintech Background and Portfolio Intelligence"</p>
<p>04:13 "Investment Challenges in AI Era"</p>
<p>09:35 "AI's Impact on Data Evolution"</p>
<p>13:30 Evolving Hedge Fund Data Demands</p>
<p>17:10 "Probabilistic Answers and Complexity"</p>
<p>18:40 Tech Leveling Fund Competition</p>
<p>22:23 "AI in Asset Management Future?"</p>
<p>24:47 Evolving Impact of AI Models</p>
<p>28:20 Optimizing Data with Lightkeeper</p>
<p></p>
<p><b>Know More about  Lightkeeper: </b></p>
<p>Linkedin : <a href="https://www.linkedin.com/company/lightkeeperllc/">https://www.linkedin.com/company/lightkeeperllc/</a></p>
<p>Website : <a href="https://lightkeeper.com/">https://lightkeeper.com/</a></p>
<p>Connect Dean : <a href="https://www.linkedin.com/in/dean-schaffer-9a16653/">https://www.linkedin.com/in/dean-schaffer-9a16653/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2401070/c1e-j82vmh4qokvspzwdv-ww71o4oku17r-sziy9s.mp3" length="28706034"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller is joined by Danny Dias and Dean Schaffer from Lightkeeper to explore how AI is reshaping portfolio intelligence for modern investment firms. They discuss the growing complexity of investment data, rising LP expectations, and why traditional tools like spreadsheets are no longer enough.
The conversation breaks down how AI-driven analytics and new data frameworks are helping firms improve reporting, decision-making, and responsiveness. If you’re looking to move beyond fragmented data and build a more intelligent, scalable investment process, this episode offers practical insights to help you stay competitive.

Key Moments: 
01:12 "Fintech Background and Portfolio Intelligence"
04:13 "Investment Challenges in AI Era"
09:35 "AI's Impact on Data Evolution"
13:30 Evolving Hedge Fund Data Demands
17:10 "Probabilistic Answers and Complexity"
18:40 Tech Leveling Fund Competition
22:23 "AI in Asset Management Future?"
24:47 Evolving Impact of AI Models
28:20 Optimizing Data with Lightkeeper

Know More about  Lightkeeper: 
Linkedin : https://www.linkedin.com/company/lightkeeperllc/
Website : https://lightkeeper.com/
Connect Dean : https://www.linkedin.com/in/dean-schaffer-9a16653/

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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2401070/c1a-29736-qd195p5nb3o4-n2zesf.jpg"></itunes:image>
                                                                            <itunes:duration>00:32:04</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How AI Is Democratizing Alternative Data for Hedge Funds]]>
                </title>
                <pubDate>Thu, 05 Mar 2026 12:14:30 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2383462</guid>
                                    <link>https://momo.castos.com/episodes/how-ai-is-democratizing-alternative-data-for-hedge-funds</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> speaks with <b>Jack Killea</b>, Head of Data Strategy and Sourcing at <b>Maiden Century</b>, 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.</p>
<p>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.</p>
<p><strong>Key Moments: </strong></p>
<p>04:12 "Adaptable Data Solutions Platform"</p>
<p>08:09 "Navigating Early Data Journeys"</p>
<p>11:03 "Navigating Data Risks with AI"</p>
<p>15:38 Future of Data and AI Integration</p>
<p>19:00 "AI's Impact on Data Strategy"</p>
<p>22:48 "Reflections on AI Adoption Challenges"</p>
<p>25:14 "From Sales to Aha Moment"</p>
<p>29:55 "Agentic Workflows and Customization"</p>
<p>33:03 AI Workflow and Democratization Insights</p>
<p><strong>About the guest :</strong> </p>
<p><b>Jack Killea</b> is Head of Data Strategy and Sourcing at <b>Maiden Century</b>, 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.</p>
<p>How to connect Jack :  <a href="https://www.linkedin.com/in/jack-killea-5582531a/">https://www.linkedin.com/in/jack-killea-5582531a/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[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]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How AI Is Democratizing Alternative Data for Hedge Funds]]>
                </itunes:title>
                                    <itunes:episode>8</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> speaks with <b>Jack Killea</b>, Head of Data Strategy and Sourcing at <b>Maiden Century</b>, 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.</p>
<p>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.</p>
<p><strong>Key Moments: </strong></p>
<p>04:12 "Adaptable Data Solutions Platform"</p>
<p>08:09 "Navigating Early Data Journeys"</p>
<p>11:03 "Navigating Data Risks with AI"</p>
<p>15:38 Future of Data and AI Integration</p>
<p>19:00 "AI's Impact on Data Strategy"</p>
<p>22:48 "Reflections on AI Adoption Challenges"</p>
<p>25:14 "From Sales to Aha Moment"</p>
<p>29:55 "Agentic Workflows and Customization"</p>
<p>33:03 AI Workflow and Democratization Insights</p>
<p><strong>About the guest :</strong> </p>
<p><b>Jack Killea</b> is Head of Data Strategy and Sourcing at <b>Maiden Century</b>, 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.</p>
<p>How to connect Jack :  <a href="https://www.linkedin.com/in/jack-killea-5582531a/">https://www.linkedin.com/in/jack-killea-5582531a/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2383462/c1e-3rn96fwj2zzfmrqop-0v9j510dtk6w-szrtvg.mp3" length="30935651"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[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]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2383462/c1a-29736-47ojdq43t1k7-pyen4q.jpg"></itunes:image>
                                                                            <itunes:duration>00:36:48</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How Hedge Funds Use AI to Upgrade Research and Risk Management]]>
                </title>
                <pubDate>Fri, 13 Feb 2026 11:57:00 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2361760</guid>
                                    <link>https://momo.castos.com/episodes/how-hedge-funds-use-ai-to-upgrade-research-and-risk-management</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Sandeep Varma</b> and <b>Benjamin Lieblich</b> from <b>Equity Data Science</b> to explore how AI is transforming hedge fund research, portfolio construction, and risk management. They break down how modern funds are moving beyond spreadsheets to integrated data platforms that combine quantitative models with qualitative research.</p>
<p>From managing data overload to meeting institutional investor expectations, the conversation reveals how AI-driven workflows help managers make faster, more confident decisions. If you’re looking to institutionalize your research process, improve factor analysis, or compete with larger funds using smarter technology, this episode delivers practical insights you can apply immediately.</p>
<p><strong>Key Moments: </strong></p>
<p>06:09 "Adapting to Diverse Management Styles"</p>
<p>07:41 "Data-Driven Investment Analysis Process"</p>
<p>11:38 Evolution of Hedge Fund Strategies</p>
<p>16:20 "Redefining Quant Roles in Hedge Funds"</p>
<p>17:25 AI's Role in Equity Manager Growth</p>
<p>23:41 "AI vs Humans in Trading"</p>
<p>26:59 "Approaches to Hedge Fund Strategy"</p>
<p>28:22 "Killer Hedge Fund Pitch"</p>
<p>Connect <b>Sandeep Varma : </b><a href="https://www.linkedin.com/in/sandeepvarma81/"><b>https://www.linkedin.com/in/sandeepvarma81/</b></a></p>
<p>Connect <b>Benjamin Lieblich</b>  : <a href="https://www.linkedin.com/in/benjamin-lieblich/">https://www.linkedin.com/in/benjamin-lieblich/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Sandeep Varma and Benjamin Lieblich from Equity Data Science to explore how AI is transforming hedge fund research, portfolio construction, and risk management. They break down how modern funds are moving beyond spreadsheets to integrated data platforms that combine quantitative models with qualitative research.
From managing data overload to meeting institutional investor expectations, the conversation reveals how AI-driven workflows help managers make faster, more confident decisions. If you’re looking to institutionalize your research process, improve factor analysis, or compete with larger funds using smarter technology, this episode delivers practical insights you can apply immediately.
Key Moments: 
06:09 "Adapting to Diverse Management Styles"
07:41 "Data-Driven Investment Analysis Process"
11:38 Evolution of Hedge Fund Strategies
16:20 "Redefining Quant Roles in Hedge Funds"
17:25 AI's Role in Equity Manager Growth
23:41 "AI vs Humans in Trading"
26:59 "Approaches to Hedge Fund Strategy"
28:22 "Killer Hedge Fund Pitch"
Connect Sandeep Varma : https://www.linkedin.com/in/sandeepvarma81/
Connect Benjamin Lieblich  : https://www.linkedin.com/in/benjamin-lieblich/

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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How Hedge Funds Use AI to Upgrade Research and Risk Management]]>
                </itunes:title>
                                    <itunes:episode>7</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Sandeep Varma</b> and <b>Benjamin Lieblich</b> from <b>Equity Data Science</b> to explore how AI is transforming hedge fund research, portfolio construction, and risk management. They break down how modern funds are moving beyond spreadsheets to integrated data platforms that combine quantitative models with qualitative research.</p>
<p>From managing data overload to meeting institutional investor expectations, the conversation reveals how AI-driven workflows help managers make faster, more confident decisions. If you’re looking to institutionalize your research process, improve factor analysis, or compete with larger funds using smarter technology, this episode delivers practical insights you can apply immediately.</p>
<p><strong>Key Moments: </strong></p>
<p>06:09 "Adapting to Diverse Management Styles"</p>
<p>07:41 "Data-Driven Investment Analysis Process"</p>
<p>11:38 Evolution of Hedge Fund Strategies</p>
<p>16:20 "Redefining Quant Roles in Hedge Funds"</p>
<p>17:25 AI's Role in Equity Manager Growth</p>
<p>23:41 "AI vs Humans in Trading"</p>
<p>26:59 "Approaches to Hedge Fund Strategy"</p>
<p>28:22 "Killer Hedge Fund Pitch"</p>
<p>Connect <b>Sandeep Varma : </b><a href="https://www.linkedin.com/in/sandeepvarma81/"><b>https://www.linkedin.com/in/sandeepvarma81/</b></a></p>
<p>Connect <b>Benjamin Lieblich</b>  : <a href="https://www.linkedin.com/in/benjamin-lieblich/">https://www.linkedin.com/in/benjamin-lieblich/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2361760/c1e-ggwvrurxkmdc2p38n-qd1dzxzncz8q-js4cha.mp3" length="26701024"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Sandeep Varma and Benjamin Lieblich from Equity Data Science to explore how AI is transforming hedge fund research, portfolio construction, and risk management. They break down how modern funds are moving beyond spreadsheets to integrated data platforms that combine quantitative models with qualitative research.
From managing data overload to meeting institutional investor expectations, the conversation reveals how AI-driven workflows help managers make faster, more confident decisions. If you’re looking to institutionalize your research process, improve factor analysis, or compete with larger funds using smarter technology, this episode delivers practical insights you can apply immediately.
Key Moments: 
06:09 "Adapting to Diverse Management Styles"
07:41 "Data-Driven Investment Analysis Process"
11:38 Evolution of Hedge Fund Strategies
16:20 "Redefining Quant Roles in Hedge Funds"
17:25 AI's Role in Equity Manager Growth
23:41 "AI vs Humans in Trading"
26:59 "Approaches to Hedge Fund Strategy"
28:22 "Killer Hedge Fund Pitch"
Connect Sandeep Varma : https://www.linkedin.com/in/sandeepvarma81/
Connect Benjamin Lieblich  : https://www.linkedin.com/in/benjamin-lieblich/

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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2361760/c1a-29736-pkwk181df21-ssj4gi.jpg"></itunes:image>
                                                                            <itunes:duration>00:30:29</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How Community Banks Cut Onboarding from Days to Minutes with AI]]>
                </title>
                <pubDate>Wed, 21 Jan 2026 11:38:00 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2332143</guid>
                                    <link>https://momo.castos.com/episodes/how-community-banks-cut-onboarding-from-days-to-minutes-with-ai</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Stephanie Mazzone</b>, SVP of Marketing at <b>Vikar Technologies</b>, to explore how community banks and credit unions are modernizing onboarding without replacing their core systems. Stephanie shares real-world examples of how Vikar helps smaller institutions eliminate manual processes and move from days-long onboarding to minutes.</p>
<p>They also discuss the practical role of AI in a highly regulated banking environment - from workflow automation to risk flagging - and what digital transformation actually looks like for community-focused financial institutions. If you’re looking to level the playing field with larger banks while staying compliant and efficient, this conversation offers clear, actionable insight.</p>
<p><strong>Key Moments: </strong></p>
<p>04:46 Manual Processes in Community Banking</p>
<p>07:56 "Success Stories"</p>
<p>10:15 "Technology Revolutionizing Business Growth"</p>
<p>13:12 "ViKar: Modernizing Community Banks"</p>
<p><strong>About the guest : </strong></p>
<p>Stephanie Mazzone began her career decades ago on the banking side, witnessing firsthand the highly manual, time-consuming processes involved in onboarding accounts and managing loans. Frustrated by the inefficiencies of paperwork and manual data entry, Stephanie transitioned to the technology sector. Drawing on her unique perspective and deep understanding of banking challenges, she now dedicates her work to helping banks and credit unions modernize, streamline operations, and embrace digital solutions that replace the outdated manual methods she saw at the start of her journey.</p>
<p><strong>How to connect Stephanie : </strong></p>
<p><a href="https://www.linkedin.com/in/stephanie-mazzone/">https://www.linkedin.com/in/stephanie-mazzone/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Stephanie Mazzone, SVP of Marketing at Vikar Technologies, to explore how community banks and credit unions are modernizing onboarding without replacing their core systems. Stephanie shares real-world examples of how Vikar helps smaller institutions eliminate manual processes and move from days-long onboarding to minutes.
They also discuss the practical role of AI in a highly regulated banking environment - from workflow automation to risk flagging - and what digital transformation actually looks like for community-focused financial institutions. If you’re looking to level the playing field with larger banks while staying compliant and efficient, this conversation offers clear, actionable insight.
Key Moments: 
04:46 Manual Processes in Community Banking
07:56 "Success Stories"
10:15 "Technology Revolutionizing Business Growth"
13:12 "ViKar: Modernizing Community Banks"
About the guest : 
Stephanie Mazzone began her career decades ago on the banking side, witnessing firsthand the highly manual, time-consuming processes involved in onboarding accounts and managing loans. Frustrated by the inefficiencies of paperwork and manual data entry, Stephanie transitioned to the technology sector. Drawing on her unique perspective and deep understanding of banking challenges, she now dedicates her work to helping banks and credit unions modernize, streamline operations, and embrace digital solutions that replace the outdated manual methods she saw at the start of her journey.
How to connect Stephanie : 
https://www.linkedin.com/in/stephanie-mazzone/
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]]>
                </itunes:subtitle>
                                <itunes:title>
                    <![CDATA[How Community Banks Cut Onboarding from Days to Minutes with AI]]>
                </itunes:title>
                                    <itunes:episode>6</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Stephanie Mazzone</b>, SVP of Marketing at <b>Vikar Technologies</b>, to explore how community banks and credit unions are modernizing onboarding without replacing their core systems. Stephanie shares real-world examples of how Vikar helps smaller institutions eliminate manual processes and move from days-long onboarding to minutes.</p>
<p>They also discuss the practical role of AI in a highly regulated banking environment - from workflow automation to risk flagging - and what digital transformation actually looks like for community-focused financial institutions. If you’re looking to level the playing field with larger banks while staying compliant and efficient, this conversation offers clear, actionable insight.</p>
<p><strong>Key Moments: </strong></p>
<p>04:46 Manual Processes in Community Banking</p>
<p>07:56 "Success Stories"</p>
<p>10:15 "Technology Revolutionizing Business Growth"</p>
<p>13:12 "ViKar: Modernizing Community Banks"</p>
<p><strong>About the guest : </strong></p>
<p>Stephanie Mazzone began her career decades ago on the banking side, witnessing firsthand the highly manual, time-consuming processes involved in onboarding accounts and managing loans. Frustrated by the inefficiencies of paperwork and manual data entry, Stephanie transitioned to the technology sector. Drawing on her unique perspective and deep understanding of banking challenges, she now dedicates her work to helping banks and credit unions modernize, streamline operations, and embrace digital solutions that replace the outdated manual methods she saw at the start of her journey.</p>
<p><strong>How to connect Stephanie : </strong></p>
<p><a href="https://www.linkedin.com/in/stephanie-mazzone/">https://www.linkedin.com/in/stephanie-mazzone/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2332143/c1e-40dr6t89mr6im90v2-34xd8q8mc09w-pi1mwn.mp3" length="14175834"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Stephanie Mazzone, SVP of Marketing at Vikar Technologies, to explore how community banks and credit unions are modernizing onboarding without replacing their core systems. Stephanie shares real-world examples of how Vikar helps smaller institutions eliminate manual processes and move from days-long onboarding to minutes.
They also discuss the practical role of AI in a highly regulated banking environment - from workflow automation to risk flagging - and what digital transformation actually looks like for community-focused financial institutions. If you’re looking to level the playing field with larger banks while staying compliant and efficient, this conversation offers clear, actionable insight.
Key Moments: 
04:46 Manual Processes in Community Banking
07:56 "Success Stories"
10:15 "Technology Revolutionizing Business Growth"
13:12 "ViKar: Modernizing Community Banks"
About the guest : 
Stephanie Mazzone began her career decades ago on the banking side, witnessing firsthand the highly manual, time-consuming processes involved in onboarding accounts and managing loans. Frustrated by the inefficiencies of paperwork and manual data entry, Stephanie transitioned to the technology sector. Drawing on her unique perspective and deep understanding of banking challenges, she now dedicates her work to helping banks and credit unions modernize, streamline operations, and embrace digital solutions that replace the outdated manual methods she saw at the start of her journey.
How to connect Stephanie : 
https://www.linkedin.com/in/stephanie-mazzone/
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]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2332143/c1a-29736-6z9o545qc9gq-bx2cas.jpg"></itunes:image>
                                                                            <itunes:duration>00:15:57</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How Agentic AI Is Eliminating Finance Workflow Pain Between Contract and Cash]]>
                </title>
                <pubDate>Wed, 24 Dec 2025 13:33:13 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2304228</guid>
                                    <link>https://momo.castos.com/episodes/how-agentic-ai-is-eliminating-finance-workflow-pain-between-contract-and-cash</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Leonid Flek</b>, Head of Commercial at <b>Stream OS</b>, to unpack how agentic AI is finally solving the most painful part of financial operations - everything that happens after a contract is signed and before revenue is realized.</p>
<p>They explore real-world use cases from data-driven companies, why traditional tools fail to handle complex agreements, and where AI truly adds value versus where human oversight still matters. If your finance or data teams are stuck in manual workflows, broken handoffs, and operational bottlenecks, this conversation cuts through the hype and shows how proactive AI agents can drive clarity, speed, and measurable outcomes.</p>
<p>Key Moments: </p>
<p>01:12 From Data to Stream OS</p>
<p>04:56 "Streamlining Post-Contract Workflows"</p>
<p>06:48 "Client Praise for Simplifying Contracts"</p>
<p>09:48 "AI's Impact on Workflows"</p>
<p>15:22 "Managing AI Noise Effectively"</p>
<p>18:41 The Future of Agentic AI</p>
<p>19:31 "Full-Service Streaming Management"</p>
<p>24:00 "Key Message to Prospects"</p>
<p>25:47 "Focus on Outcomes, Not AI"</p>
<p><b>Leonid Flek</b> is a finance and data operations leader and the <b>Head of Commercial at streamOS</b>, where he helps companies use agentic AI to automate complex finance workflows. He is best known for his leadership at <b>SEI Novus</b>, where he helped pivot the firm from analytics to a data-first model - unlocking greater value for investment teams and contributing to the company’s successful acquisition.</p>
<p>With deep experience across finance, data, and operations, Leonid brings a practical, operator’s perspective on where AI truly delivers impact.</p>
<p><b>How to connect Leonid:</b> <a href="https://www.linkedin.com/in/leonid-flek-54b62123">https://www.linkedin.com/in/leonid-flek-54b62123</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Leonid Flek, Head of Commercial at Stream OS, to unpack how agentic AI is finally solving the most painful part of financial operations - everything that happens after a contract is signed and before revenue is realized.
They explore real-world use cases from data-driven companies, why traditional tools fail to handle complex agreements, and where AI truly adds value versus where human oversight still matters. If your finance or data teams are stuck in manual workflows, broken handoffs, and operational bottlenecks, this conversation cuts through the hype and shows how proactive AI agents can drive clarity, speed, and measurable outcomes.
Key Moments: 
01:12 From Data to Stream OS
04:56 "Streamlining Post-Contract Workflows"
06:48 "Client Praise for Simplifying Contracts"
09:48 "AI's Impact on Workflows"
15:22 "Managing AI Noise Effectively"
18:41 The Future of Agentic AI
19:31 "Full-Service Streaming Management"
24:00 "Key Message to Prospects"
25:47 "Focus on Outcomes, Not AI"
Leonid Flek is a finance and data operations leader and the Head of Commercial at streamOS, where he helps companies use agentic AI to automate complex finance workflows. He is best known for his leadership at SEI Novus, where he helped pivot the firm from analytics to a data-first model - unlocking greater value for investment teams and contributing to the company’s successful acquisition.
With deep experience across finance, data, and operations, Leonid brings a practical, operator’s perspective on where AI truly delivers impact.
How to connect Leonid: https://www.linkedin.com/in/leonid-flek-54b62123
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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How Agentic AI Is Eliminating Finance Workflow Pain Between Contract and Cash]]>
                </itunes:title>
                                    <itunes:episode>5</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Leonid Flek</b>, Head of Commercial at <b>Stream OS</b>, to unpack how agentic AI is finally solving the most painful part of financial operations - everything that happens after a contract is signed and before revenue is realized.</p>
<p>They explore real-world use cases from data-driven companies, why traditional tools fail to handle complex agreements, and where AI truly adds value versus where human oversight still matters. If your finance or data teams are stuck in manual workflows, broken handoffs, and operational bottlenecks, this conversation cuts through the hype and shows how proactive AI agents can drive clarity, speed, and measurable outcomes.</p>
<p>Key Moments: </p>
<p>01:12 From Data to Stream OS</p>
<p>04:56 "Streamlining Post-Contract Workflows"</p>
<p>06:48 "Client Praise for Simplifying Contracts"</p>
<p>09:48 "AI's Impact on Workflows"</p>
<p>15:22 "Managing AI Noise Effectively"</p>
<p>18:41 The Future of Agentic AI</p>
<p>19:31 "Full-Service Streaming Management"</p>
<p>24:00 "Key Message to Prospects"</p>
<p>25:47 "Focus on Outcomes, Not AI"</p>
<p><b>Leonid Flek</b> is a finance and data operations leader and the <b>Head of Commercial at streamOS</b>, where he helps companies use agentic AI to automate complex finance workflows. He is best known for his leadership at <b>SEI Novus</b>, where he helped pivot the firm from analytics to a data-first model - unlocking greater value for investment teams and contributing to the company’s successful acquisition.</p>
<p>With deep experience across finance, data, and operations, Leonid brings a practical, operator’s perspective on where AI truly delivers impact.</p>
<p><b>How to connect Leonid:</b> <a href="https://www.linkedin.com/in/leonid-flek-54b62123">https://www.linkedin.com/in/leonid-flek-54b62123</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2304228/c1e-kvwkgsg21qpf2rqg7-9j37x57zioz5-ctlhpo.mp3" length="25373169"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Leonid Flek, Head of Commercial at Stream OS, to unpack how agentic AI is finally solving the most painful part of financial operations - everything that happens after a contract is signed and before revenue is realized.
They explore real-world use cases from data-driven companies, why traditional tools fail to handle complex agreements, and where AI truly adds value versus where human oversight still matters. If your finance or data teams are stuck in manual workflows, broken handoffs, and operational bottlenecks, this conversation cuts through the hype and shows how proactive AI agents can drive clarity, speed, and measurable outcomes.
Key Moments: 
01:12 From Data to Stream OS
04:56 "Streamlining Post-Contract Workflows"
06:48 "Client Praise for Simplifying Contracts"
09:48 "AI's Impact on Workflows"
15:22 "Managing AI Noise Effectively"
18:41 The Future of Agentic AI
19:31 "Full-Service Streaming Management"
24:00 "Key Message to Prospects"
25:47 "Focus on Outcomes, Not AI"
Leonid Flek is a finance and data operations leader and the Head of Commercial at streamOS, where he helps companies use agentic AI to automate complex finance workflows. He is best known for his leadership at SEI Novus, where he helped pivot the firm from analytics to a data-first model - unlocking greater value for investment teams and contributing to the company’s successful acquisition.
With deep experience across finance, data, and operations, Leonid brings a practical, operator’s perspective on where AI truly delivers impact.
How to connect Leonid: https://www.linkedin.com/in/leonid-flek-54b62123
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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2304228/c1a-29736-5zd8jg8ms152-cfmc3b.jpg"></itunes:image>
                                                                            <itunes:duration>00:27:31</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[FinTech for the Underserved: How AI Is Transforming Banking and Payments in Canada]]>
                </title>
                <pubDate>Thu, 11 Dec 2025 13:52:42 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2284472</guid>
                                    <link>https://momo.castos.com/episodes/fintech-for-the-underserved-how-ai-is-transforming-banking-and-payments-in-canada</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Shea Malcolmson</b>, Director of Sales at <b>Apaylo</b>, to unpack how technology is reshaping access to banking and payments across Canada. From newcomers and high-risk businesses to emerging markets, Shea shares how FinTech innovation and AI are breaking long-standing barriers in one of the world’s most conservative financial systems.</p>
<p>They dive into the realities of modernizing Canadian payments - tackling compliance, fraud detection, and customer experience through automation and AI-driven workflows. You’ll also hear how Halo’s mission-driven approach is redefining what “financial inclusion” means in a digital-first world.<br />If you’re curious about where FinTech, AI, and social impact intersect, this conversation delivers the insight and inspiration to rethink what’s possible in finance.</p>
<p><strong>Key Moments:</strong></p>
<p>01:08 Artist to Payments Innovator</p>
<p>06:08 Canada's Banking Challenges and Solutions</p>
<p>07:43 "Fintech vs. Bank Risk Metrics"</p>
<p>12:56 Empowering Employees with AI Tools</p>
<p>16:26 "Immigrant Success and Growth"</p>
<p>19:03 "Regulation, Blockchain, and Innovation"</p>
<p>20:29 Financial Partnership Insights Shared</p>
<p><strong>About the guest : </strong></p>
<p>Shea Malcolmson is a driving force behind innovative solutions in Canada's traditionally slow-moving, tightly held banking sector. Recognizing that the country's secure but oligopolistic banks can make financial innovation difficult, Shea became committed to helping those who struggle to access mainstream banking. Through initiatives like Halo, Shea empowers individuals with limited bank relationships by leveraging cutting-edge bank and payment services, striving to make Canada’s financial landscape more inclusive and accessible to everyone.</p>
<p><strong>Connect Shea: </strong> <a href="https://www.linkedin.com/in/sheamalcolmson/">https://www.linkedin.com/in/sheamalcolmson/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Shea Malcolmson, Director of Sales at Apaylo, to unpack how technology is reshaping access to banking and payments across Canada. From newcomers and high-risk businesses to emerging markets, Shea shares how FinTech innovation and AI are breaking long-standing barriers in one of the world’s most conservative financial systems.
They dive into the realities of modernizing Canadian payments - tackling compliance, fraud detection, and customer experience through automation and AI-driven workflows. You’ll also hear how Halo’s mission-driven approach is redefining what “financial inclusion” means in a digital-first world.If you’re curious about where FinTech, AI, and social impact intersect, this conversation delivers the insight and inspiration to rethink what’s possible in finance.
Key Moments:
01:08 Artist to Payments Innovator
06:08 Canada's Banking Challenges and Solutions
07:43 "Fintech vs. Bank Risk Metrics"
12:56 Empowering Employees with AI Tools
16:26 "Immigrant Success and Growth"
19:03 "Regulation, Blockchain, and Innovation"
20:29 Financial Partnership Insights Shared
About the guest : 
Shea Malcolmson is a driving force behind innovative solutions in Canada's traditionally slow-moving, tightly held banking sector. Recognizing that the country's secure but oligopolistic banks can make financial innovation difficult, Shea became committed to helping those who struggle to access mainstream banking. Through initiatives like Halo, Shea empowers individuals with limited bank relationships by leveraging cutting-edge bank and payment services, striving to make Canada’s financial landscape more inclusive and accessible to everyone.
Connect Shea:  https://www.linkedin.com/in/sheamalcolmson/
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]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[FinTech for the Underserved: How AI Is Transforming Banking and Payments in Canada]]>
                </itunes:title>
                                    <itunes:episode>4</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> sits down with <b>Shea Malcolmson</b>, Director of Sales at <b>Apaylo</b>, to unpack how technology is reshaping access to banking and payments across Canada. From newcomers and high-risk businesses to emerging markets, Shea shares how FinTech innovation and AI are breaking long-standing barriers in one of the world’s most conservative financial systems.</p>
<p>They dive into the realities of modernizing Canadian payments - tackling compliance, fraud detection, and customer experience through automation and AI-driven workflows. You’ll also hear how Halo’s mission-driven approach is redefining what “financial inclusion” means in a digital-first world.<br />If you’re curious about where FinTech, AI, and social impact intersect, this conversation delivers the insight and inspiration to rethink what’s possible in finance.</p>
<p><strong>Key Moments:</strong></p>
<p>01:08 Artist to Payments Innovator</p>
<p>06:08 Canada's Banking Challenges and Solutions</p>
<p>07:43 "Fintech vs. Bank Risk Metrics"</p>
<p>12:56 Empowering Employees with AI Tools</p>
<p>16:26 "Immigrant Success and Growth"</p>
<p>19:03 "Regulation, Blockchain, and Innovation"</p>
<p>20:29 Financial Partnership Insights Shared</p>
<p><strong>About the guest : </strong></p>
<p>Shea Malcolmson is a driving force behind innovative solutions in Canada's traditionally slow-moving, tightly held banking sector. Recognizing that the country's secure but oligopolistic banks can make financial innovation difficult, Shea became committed to helping those who struggle to access mainstream banking. Through initiatives like Halo, Shea empowers individuals with limited bank relationships by leveraging cutting-edge bank and payment services, striving to make Canada’s financial landscape more inclusive and accessible to everyone.</p>
<p><strong>Connect Shea: </strong> <a href="https://www.linkedin.com/in/sheamalcolmson/">https://www.linkedin.com/in/sheamalcolmson/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2284472/c1e-81wg2to1ok8bx96zj-v6prp729aqq7-qurrc7.mp3" length="20384808"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller sits down with Shea Malcolmson, Director of Sales at Apaylo, to unpack how technology is reshaping access to banking and payments across Canada. From newcomers and high-risk businesses to emerging markets, Shea shares how FinTech innovation and AI are breaking long-standing barriers in one of the world’s most conservative financial systems.
They dive into the realities of modernizing Canadian payments - tackling compliance, fraud detection, and customer experience through automation and AI-driven workflows. You’ll also hear how Halo’s mission-driven approach is redefining what “financial inclusion” means in a digital-first world.If you’re curious about where FinTech, AI, and social impact intersect, this conversation delivers the insight and inspiration to rethink what’s possible in finance.
Key Moments:
01:08 Artist to Payments Innovator
06:08 Canada's Banking Challenges and Solutions
07:43 "Fintech vs. Bank Risk Metrics"
12:56 Empowering Employees with AI Tools
16:26 "Immigrant Success and Growth"
19:03 "Regulation, Blockchain, and Innovation"
20:29 Financial Partnership Insights Shared
About the guest : 
Shea Malcolmson is a driving force behind innovative solutions in Canada's traditionally slow-moving, tightly held banking sector. Recognizing that the country's secure but oligopolistic banks can make financial innovation difficult, Shea became committed to helping those who struggle to access mainstream banking. Through initiatives like Halo, Shea empowers individuals with limited bank relationships by leveraging cutting-edge bank and payment services, striving to make Canada’s financial landscape more inclusive and accessible to everyone.
Connect Shea:  https://www.linkedin.com/in/sheamalcolmson/
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]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2284472/c1a-29736-gp5kxnq8b993-tsvouy.jpg"></itunes:image>
                                                                            <itunes:duration>00:21:58</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[Real-Time AI in FinTech: How Conductor Is Redefining Fraud Detection and Data Infrastructure]]>
                </title>
                <pubDate>Tue, 09 Dec 2025 11:00:00 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2279946</guid>
                                    <link>https://momo.castos.com/episodes/real-time-ai-in-fintech-how-conductor-is-redefining-fraud-detection-and-data-infrastructure</link>
                                <description>
                                            <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> talks with <b>Quentin Packard</b>, SVP at <b>Conductor</b>, about how real-time data and AI are transforming the FinTech landscape. From modern fraud prevention to personalized customer experiences, Quentin shares how streaming technologies like <b>Kafka</b> are enabling financial institutions to innovate faster, reduce operational costs, and enhance compliance.</p>
<p>They also explore how scalable data infrastructure supports embedded finance, why real-time analytics are becoming mission-critical, and how teams can harness AI without creating new security risks. If you’re building or modernizing a FinTech platform, this episode is your roadmap to combining <b>AI, automation, and real-time intelligence</b> for lasting competitive advantage.</p>
<p></p>
<p>Key Moments:</p>
<p>00:00 "Momentum Podcast: Fintech Insights"</p>
<p>06:12 "Secure Real-Time Data Management"</p>
<p>07:51 "Secure, Efficient Access and Innovation"</p>
<p>13:01 "AI Transformation: Early Stages"</p>
<p>15:15 "Building Trusted Data Systems"</p>
<p>20:59 "Identifying and Solving Bottlenecks"</p>
<p>23:11 "Turning Challenges Into Opportunities"</p>
<p>About the guest : </p>
<p></p>
<p>Quentin Packard is a results-driven technology leader who has played a key role in helping companies streamline operations and reduce costs. Working with Conductor, Quentin empowered centralized teams to scale and leverage Kafka technology more efficiently across a range of services, from banking and payments to web platforms. His innovative approach enabled real-time insights for detecting and preventing fraud, allowing businesses to spot suspicious transactions and authorizations without increasing false positives or compromising service quality. Quentin’s contributions have significantly enhanced operational security and reliability while supporting business growth.</p>
<p>How to connect Quentin : </p>
<p><a href="https://www.linkedin.com/in/qpackard/">https://www.linkedin.com/in/qpackard/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller talks with Quentin Packard, SVP at Conductor, about how real-time data and AI are transforming the FinTech landscape. From modern fraud prevention to personalized customer experiences, Quentin shares how streaming technologies like Kafka are enabling financial institutions to innovate faster, reduce operational costs, and enhance compliance.
They also explore how scalable data infrastructure supports embedded finance, why real-time analytics are becoming mission-critical, and how teams can harness AI without creating new security risks. If you’re building or modernizing a FinTech platform, this episode is your roadmap to combining AI, automation, and real-time intelligence for lasting competitive advantage.

Key Moments:
00:00 "Momentum Podcast: Fintech Insights"
06:12 "Secure Real-Time Data Management"
07:51 "Secure, Efficient Access and Innovation"
13:01 "AI Transformation: Early Stages"
15:15 "Building Trusted Data Systems"
20:59 "Identifying and Solving Bottlenecks"
23:11 "Turning Challenges Into Opportunities"
About the guest : 

Quentin Packard is a results-driven technology leader who has played a key role in helping companies streamline operations and reduce costs. Working with Conductor, Quentin empowered centralized teams to scale and leverage Kafka technology more efficiently across a range of services, from banking and payments to web platforms. His innovative approach enabled real-time insights for detecting and preventing fraud, allowing businesses to spot suspicious transactions and authorizations without increasing false positives or compromising service quality. Quentin’s contributions have significantly enhanced operational security and reliability while supporting business growth.
How to connect Quentin : 
https://www.linkedin.com/in/qpackard/

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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[Real-Time AI in FinTech: How Conductor Is Redefining Fraud Detection and Data Infrastructure]]>
                </itunes:title>
                                    <itunes:episode>3</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode of <i>Momentum: Where FinTech Meets AI</i>, <b>Stan Altshuller</b> talks with <b>Quentin Packard</b>, SVP at <b>Conductor</b>, about how real-time data and AI are transforming the FinTech landscape. From modern fraud prevention to personalized customer experiences, Quentin shares how streaming technologies like <b>Kafka</b> are enabling financial institutions to innovate faster, reduce operational costs, and enhance compliance.</p>
<p>They also explore how scalable data infrastructure supports embedded finance, why real-time analytics are becoming mission-critical, and how teams can harness AI without creating new security risks. If you’re building or modernizing a FinTech platform, this episode is your roadmap to combining <b>AI, automation, and real-time intelligence</b> for lasting competitive advantage.</p>
<p></p>
<p>Key Moments:</p>
<p>00:00 "Momentum Podcast: Fintech Insights"</p>
<p>06:12 "Secure Real-Time Data Management"</p>
<p>07:51 "Secure, Efficient Access and Innovation"</p>
<p>13:01 "AI Transformation: Early Stages"</p>
<p>15:15 "Building Trusted Data Systems"</p>
<p>20:59 "Identifying and Solving Bottlenecks"</p>
<p>23:11 "Turning Challenges Into Opportunities"</p>
<p>About the guest : </p>
<p></p>
<p>Quentin Packard is a results-driven technology leader who has played a key role in helping companies streamline operations and reduce costs. Working with Conductor, Quentin empowered centralized teams to scale and leverage Kafka technology more efficiently across a range of services, from banking and payments to web platforms. His innovative approach enabled real-time insights for detecting and preventing fraud, allowing businesses to spot suspicious transactions and authorizations without increasing false positives or compromising service quality. Quentin’s contributions have significantly enhanced operational security and reliability while supporting business growth.</p>
<p>How to connect Quentin : </p>
<p><a href="https://www.linkedin.com/in/qpackard/">https://www.linkedin.com/in/qpackard/</a></p>
<p></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2279946/c1e-3rn96fk4z5oum7o0k-wwp22x23tz4z-rru5f9.mp3" length="21886562"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode of Momentum: Where FinTech Meets AI, Stan Altshuller talks with Quentin Packard, SVP at Conductor, about how real-time data and AI are transforming the FinTech landscape. From modern fraud prevention to personalized customer experiences, Quentin shares how streaming technologies like Kafka are enabling financial institutions to innovate faster, reduce operational costs, and enhance compliance.
They also explore how scalable data infrastructure supports embedded finance, why real-time analytics are becoming mission-critical, and how teams can harness AI without creating new security risks. If you’re building or modernizing a FinTech platform, this episode is your roadmap to combining AI, automation, and real-time intelligence for lasting competitive advantage.

Key Moments:
00:00 "Momentum Podcast: Fintech Insights"
06:12 "Secure Real-Time Data Management"
07:51 "Secure, Efficient Access and Innovation"
13:01 "AI Transformation: Early Stages"
15:15 "Building Trusted Data Systems"
20:59 "Identifying and Solving Bottlenecks"
23:11 "Turning Challenges Into Opportunities"
About the guest : 

Quentin Packard is a results-driven technology leader who has played a key role in helping companies streamline operations and reduce costs. Working with Conductor, Quentin empowered centralized teams to scale and leverage Kafka technology more efficiently across a range of services, from banking and payments to web platforms. His innovative approach enabled real-time insights for detecting and preventing fraud, allowing businesses to spot suspicious transactions and authorizations without increasing false positives or compromising service quality. Quentin’s contributions have significantly enhanced operational security and reliability while supporting business growth.
How to connect Quentin : 
https://www.linkedin.com/in/qpackard/

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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2279946/c1a-29736-8do11r11cv6v-hssufe.jpg"></itunes:image>
                                                                            <itunes:duration>00:24:52</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[How Canoe Intelligence Uses AI to Eliminate Private Fund Data Chaos]]>
                </title>
                <pubDate>Wed, 03 Dec 2025 19:56:52 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2266180</guid>
                                    <link>https://momo.castos.com/episodes/how-canoe-intelligence-uses-ai-to-eliminate-private-fund-data-chaos</link>
                                <description>
                                            <![CDATA[<p>In this episode, <b>Stan Altshuller</b> sits down with <b>Michael Muniz</b>, Co-founder and Chief Strategy Officer of <b>Canoe Intelligence</b>, to discuss how AI is reshaping private fund data management. Together, they unpack the real-world challenges asset allocators and institutional investors face when dealing with scattered PDFs, manual data entry, and fragmented post-investment workflows - and how Canoe’s automation engine solves these bottlenecks at scale.</p>
<p>You’ll hear how one global bank reduced a 500-person operations team to just 25, why many AI initiatives in finance fail, and what true end-to-end automation looks like for alternative investments. If you’re ready to move from document chaos to data clarity, this conversation shows how AI can unlock transparency, productivity, and alpha in the private markets.</p>
<p>Key Moments: </p>
<p>01:12 "Fintech Leaders Solving Big Problems"</p>
<p>04:55 "From Fintech to Founding Canoe"</p>
<p>09:29 Streamlining Institutional Asset Servicing</p>
<p>12:35 "Enhanced Efficiency Through Automation"</p>
<p>13:37 "Technology, Leverage, and AI Evolution"</p>
<p>19:13 "Democratizing Private Capital Markets"</p>
<p>21:31 "Future of Data Transparency"</p>
<p></p>
<p>About the guest: </p>
<p>Michael Muniz is the Chief Strategy Officer and a co-founder of Canoe Intelligence. For the first seven years, Michael served as Chief Revenue Officer, where he built out Canoe’s commercial engine and forged key relationships with clients, prospects, and partners. Under his guidance, Canoe has transformed the post-investment operational workflows for investors in private and alternative funds, making data access and transparency as seamless as checking a Fidelity account. Through his leadership, Michael continues to shape Canoe’s mission to streamline operations for college endowments, family offices, funds of funds, insurance companies, and many other institutional investors.</p>
<p>Connect Michael : <a href="https://www.linkedin.com/in/michael-muniz-94174214/">https://www.linkedin.com/in/michael-muniz-94174214/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[In this episode, Stan Altshuller sits down with Michael Muniz, Co-founder and Chief Strategy Officer of Canoe Intelligence, to discuss how AI is reshaping private fund data management. Together, they unpack the real-world challenges asset allocators and institutional investors face when dealing with scattered PDFs, manual data entry, and fragmented post-investment workflows - and how Canoe’s automation engine solves these bottlenecks at scale.
You’ll hear how one global bank reduced a 500-person operations team to just 25, why many AI initiatives in finance fail, and what true end-to-end automation looks like for alternative investments. If you’re ready to move from document chaos to data clarity, this conversation shows how AI can unlock transparency, productivity, and alpha in the private markets.
Key Moments: 
01:12 "Fintech Leaders Solving Big Problems"
04:55 "From Fintech to Founding Canoe"
09:29 Streamlining Institutional Asset Servicing
12:35 "Enhanced Efficiency Through Automation"
13:37 "Technology, Leverage, and AI Evolution"
19:13 "Democratizing Private Capital Markets"
21:31 "Future of Data Transparency"

About the guest: 
Michael Muniz is the Chief Strategy Officer and a co-founder of Canoe Intelligence. For the first seven years, Michael served as Chief Revenue Officer, where he built out Canoe’s commercial engine and forged key relationships with clients, prospects, and partners. Under his guidance, Canoe has transformed the post-investment operational workflows for investors in private and alternative funds, making data access and transparency as seamless as checking a Fidelity account. Through his leadership, Michael continues to shape Canoe’s mission to streamline operations for college endowments, family offices, funds of funds, insurance companies, and many other institutional investors.
Connect Michael : https://www.linkedin.com/in/michael-muniz-94174214/
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 ]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[How Canoe Intelligence Uses AI to Eliminate Private Fund Data Chaos]]>
                </itunes:title>
                                    <itunes:episode>2</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>In this episode, <b>Stan Altshuller</b> sits down with <b>Michael Muniz</b>, Co-founder and Chief Strategy Officer of <b>Canoe Intelligence</b>, to discuss how AI is reshaping private fund data management. Together, they unpack the real-world challenges asset allocators and institutional investors face when dealing with scattered PDFs, manual data entry, and fragmented post-investment workflows - and how Canoe’s automation engine solves these bottlenecks at scale.</p>
<p>You’ll hear how one global bank reduced a 500-person operations team to just 25, why many AI initiatives in finance fail, and what true end-to-end automation looks like for alternative investments. If you’re ready to move from document chaos to data clarity, this conversation shows how AI can unlock transparency, productivity, and alpha in the private markets.</p>
<p>Key Moments: </p>
<p>01:12 "Fintech Leaders Solving Big Problems"</p>
<p>04:55 "From Fintech to Founding Canoe"</p>
<p>09:29 Streamlining Institutional Asset Servicing</p>
<p>12:35 "Enhanced Efficiency Through Automation"</p>
<p>13:37 "Technology, Leverage, and AI Evolution"</p>
<p>19:13 "Democratizing Private Capital Markets"</p>
<p>21:31 "Future of Data Transparency"</p>
<p></p>
<p>About the guest: </p>
<p>Michael Muniz is the Chief Strategy Officer and a co-founder of Canoe Intelligence. For the first seven years, Michael served as Chief Revenue Officer, where he built out Canoe’s commercial engine and forged key relationships with clients, prospects, and partners. Under his guidance, Canoe has transformed the post-investment operational workflows for investors in private and alternative funds, making data access and transparency as seamless as checking a Fidelity account. Through his leadership, Michael continues to shape Canoe’s mission to streamline operations for college endowments, family offices, funds of funds, insurance companies, and many other institutional investors.</p>
<p>Connect Michael : <a href="https://www.linkedin.com/in/michael-muniz-94174214/">https://www.linkedin.com/in/michael-muniz-94174214/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p></p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a> </p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2266180/c1e-81wg2to6j8xux0xm3-5zdjd43xfnz9-as83pu.mp3" length="25426799"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[In this episode, Stan Altshuller sits down with Michael Muniz, Co-founder and Chief Strategy Officer of Canoe Intelligence, to discuss how AI is reshaping private fund data management. Together, they unpack the real-world challenges asset allocators and institutional investors face when dealing with scattered PDFs, manual data entry, and fragmented post-investment workflows - and how Canoe’s automation engine solves these bottlenecks at scale.
You’ll hear how one global bank reduced a 500-person operations team to just 25, why many AI initiatives in finance fail, and what true end-to-end automation looks like for alternative investments. If you’re ready to move from document chaos to data clarity, this conversation shows how AI can unlock transparency, productivity, and alpha in the private markets.
Key Moments: 
01:12 "Fintech Leaders Solving Big Problems"
04:55 "From Fintech to Founding Canoe"
09:29 Streamlining Institutional Asset Servicing
12:35 "Enhanced Efficiency Through Automation"
13:37 "Technology, Leverage, and AI Evolution"
19:13 "Democratizing Private Capital Markets"
21:31 "Future of Data Transparency"

About the guest: 
Michael Muniz is the Chief Strategy Officer and a co-founder of Canoe Intelligence. For the first seven years, Michael served as Chief Revenue Officer, where he built out Canoe’s commercial engine and forged key relationships with clients, prospects, and partners. Under his guidance, Canoe has transformed the post-investment operational workflows for investors in private and alternative funds, making data access and transparency as seamless as checking a Fidelity account. Through his leadership, Michael continues to shape Canoe’s mission to streamline operations for college endowments, family offices, funds of funds, insurance companies, and many other institutional investors.
Connect Michael : https://www.linkedin.com/in/michael-muniz-94174214/
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 ]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2266180/c1a-29736-8dojov0quq02-bagbhc.jpg"></itunes:image>
                                                                            <itunes:duration>00:26:19</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
                            </item>
                    <item>
                <title>
                    <![CDATA[From Data Chaos to Clarity: How AI Empowers Hedge Funds to Act Faster]]>
                </title>
                <pubDate>Wed, 19 Nov 2025 12:26:37 +0000</pubDate>
                <dc:creator>Stan Altshller</dc:creator>
                <guid isPermaLink="true">
                    https://permalink.castos.com/podcast/67025/episode/2232430</guid>
                                    <link>https://momo.castos.com/episodes/from-data-chaos-to-clarity-how-ai-empowers-hedge-funds-to-act-faster</link>
                                <description>
                                            <![CDATA[<p>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.</p>
<p>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.</p>
<p>If you’ve ever felt buried under too much data, this episode will show you exactly how to turn it into your competitive edge.</p>
<p><b>Key Moments: </b></p>
<p>06:12 Turning Data Into Actionable Insight</p>
<p>10:17 "Data Enrichment Explained Simply"</p>
<p>12:20 AI Enhancing Data and Outreach</p>
<p>17:45 Streamlined Decision-Making Dashboard</p>
<p>21:19 "AI, Productivity, and Compliance"</p>
<p>23:56 AI Solutions for Fintech Innovators</p>
<p><b>About the guest : </b></p>
<p>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.<br /><br /></p>
<p><b>How to connect Ady : </b><br />LinkedIn: <a href="https://www.linkedin.com/in/adyngom/">https://www.linkedin.com/in/adyngom/</a></p>
<p>Website: <a href="https://adyngom.com/">https://adyngom.com/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                                    </description>
                <itunes:subtitle>
                    <![CDATA[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]]>
                </itunes:subtitle>
                                    <itunes:episodeType>full</itunes:episodeType>
                                <itunes:title>
                    <![CDATA[From Data Chaos to Clarity: How AI Empowers Hedge Funds to Act Faster]]>
                </itunes:title>
                                    <itunes:episode>1</itunes:episode>
                                                    <itunes:season>1</itunes:season>
                                <itunes:explicit>false</itunes:explicit>
                <content:encoded>
                    <![CDATA[<p>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.</p>
<p>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.</p>
<p>If you’ve ever felt buried under too much data, this episode will show you exactly how to turn it into your competitive edge.</p>
<p><b>Key Moments: </b></p>
<p>06:12 Turning Data Into Actionable Insight</p>
<p>10:17 "Data Enrichment Explained Simply"</p>
<p>12:20 AI Enhancing Data and Outreach</p>
<p>17:45 Streamlined Decision-Making Dashboard</p>
<p>21:19 "AI, Productivity, and Compliance"</p>
<p>23:56 AI Solutions for Fintech Innovators</p>
<p><b>About the guest : </b></p>
<p>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.<br /><br /></p>
<p><b>How to connect Ady : </b><br />LinkedIn: <a href="https://www.linkedin.com/in/adyngom/">https://www.linkedin.com/in/adyngom/</a></p>
<p>Website: <a href="https://adyngom.com/">https://adyngom.com/</a></p>
<p><b>About the host : </b></p>
<p>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.</p>
<p><b>Connect Stan : </b></p>
<p>LinkedIn Profile: <a href="https://www.linkedin.com/in/stanalt/">https://www.linkedin.com/in/stanalt/</a></p>
<p>Website <a href="http://www.acadia.im">www.acadia.im</a></p>]]>
                </content:encoded>
                                    <enclosure url="https://episodes.castos.com/68efec6c5aa053-12022178/2232430/c1e-d04votmz1zpi393wo-7zxvw4nzc26k-mia1hn.mp3" length="28655649"
                        type="audio/mpeg">
                    </enclosure>
                                <itunes:summary>
                    <![CDATA[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]]>
                </itunes:summary>
                                    <itunes:image href="https://episodes.castos.com/68efec6c5aa053-12022178/images/2232430/c1a-29736-mkwr20qkfmwo-gccrxc.jpg"></itunes:image>
                                                                            <itunes:duration>00:26:31</itunes:duration>
                                                    <itunes:author>
                    <![CDATA[Stan Altshller]]>
                </itunes:author>
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