This discussion took place live on June 29th, 2026, on the MicroCapClub Community. Join MicroCapClub and unlock the ability to listen and participate live in these discussions - https://microcapclub.com/#join
Clare Flynn Levy is CEO and founder of Essentia Analytics and co-author, with Lee Freeman-Shor, of "Stock Market Maestros." She spent a decade as a fund manager, including running long/short European tech strategies, before founding Essentia to help other managers improve using behavioral data.
In this episode, she explains how Essentia analyzes fund managers' historical trades by building "investment episodes" to measure hit rate and payoff ratio, and how its "nudges" system has been shown to add 160 basis points of alpha per year for clients who use it. She discusses the structural disadvantages professional fund managers face against individual investors, from benchmark mandates to fund inflows and outflows, and breaks down the "repurchase bias," where managers refuse to revisit a stock after losing money on it. She also talks about how AI is changing both her clients' processes and Essentia's own analysis.
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Chapters
00:00 Introduction & Guest Background
01:57 Analyzing Investment Decisions vs. Outcomes
05:00 The Importance of Payoff Ratios over Hit Rates
07:30 Using Behavioral "Nudges" to Improve Performance
12:11 Professional Fund Managers vs. Retail Investors
17:32 The Onboarding and Data Analysis Process
23:06 The Danger of "Averaging Down"
28:15 Assessing Manager Personality and Engagement
31:41 Turning Data into Behavioral Change
35:25 The Most Common Weaknesses in Investing
41:24 Differentiating True Skill from Bull Market Luck
43:46 Overcoming "Repurchase Bias"
48:40 AI's Impact on the Investment Industry
53:29 Building a Culture of Continuous Improvement
58:06 Career Advice for Young Finance Professionals
01:03:51 Conclusion
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