In this episode of the AI Pathfinder for Private Equity podcast, host Steve Budd speaks with John Gunn, Lead Data Science and AI at IK Partners, about building the AI operator role from scratch. John shares his journey from mechanical engineering through AI consultancy into private equity, where he now works across 30-40 portfolio companies as a specialist on the operating team. The conversation explores the untapped potential of second-order data relationships in due diligence, the importance of formalizing workflows to survive platform transitions, and why the current gap between AI-mature and AI-immature companies creates a compounding advantage for those who move decisively now.

Takeaways

• Second and third-order data relationships are massively underexplored in due diligence
• Generative Engine Optimization (GEO) is the new SEO for competitive advantage
• The current maturity gap creates a compounding first-mover advantage window
• Formalizing workflows through agents creates transferable IP across platforms
• AI coding agents have quadrupled technical productivity in three months

Links

• John's LinkedIn
• John's IK Partners profile
• IK Partners

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https://www.aipathfinder.co/private-equity-ai-events

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