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22 Sept 2026
1h 4m

Gabe Stengel - Building Investing Superintelligence - [Invest Like the Best, EP.492]

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Invest Like the Best with Patrick O'Shaughnessy

AI is fundamentally reshaping capital markets by transitioning from simple productivity aids to autonomous, firm-level infrastructure. Rogo founder Gabe Stengel emphasizes that successful vertical AI applications must move beyond general-purpose models to solve specific, complex financial workflows, such as deal-making and regulatory compliance. By building "perpendicular" to large AI labs, firms can capture value through proprietary data integration and specialized user experiences that mirror existing professional habits. This shift forces investment firms to address an innovator’s dilemma, where legacy human-centric models are being challenged by AI-native systems capable of automating high-stakes decision-making. Scaling these platforms requires aggressive go-to-market execution and the development of internal "company brains" to institutionalize knowledge, ultimately aiming to increase market liquidity and transparency by reducing friction in capital allocation.

Outlines

Part 1: AI Integration, Investment Strategy

Part 2: Vertical AI, Infrastructure, Business Models

Part 3: Market Evolution, Enterprise Scaling

Part 4: Fundraising, Talent, Leadership

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