{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"The Agentic Allocator","title":"The Data Behind the Edge: How Aksia Is Building AI on 20 Years of Private Markets Intelligence","html":"","width":"100%","height":180,"duration":1393,"description":"Harry Seplowitz of Aksia explains how the $360B alternatives specialist has embedded AI across its investment process, from initial manager screening to LPA benchmarking, without losing sight of what makes its research truly differentiated. This conversation is a candid account of what AI adoption looks like inside a firm where proprietary data, and the experienced team who know how to act on it, is a real edge.\nAksia manages relationships with over 100 clients, monitors 14,000-plus distinct holdings, and reviews hundreds of investment opportunities annually. In this episode, Harry Seplowitz, Managing Director on the Pan-Alternatives team, walks through how Aksia has systematically embedded AI across investment screening, co-investment underwriting, cross-team knowledge sharing, middle office operations, and LPA review.\nHarry describes how Aksia's proprietary database of 150,000+ private markets transactions spanning more than 20 years has become the fuel for AI-driven analysis. With that foundation in place, the firm can rapidly benchmark any new manager against its entire universe, identify headline risks in a manager's history before committing to full diligence, and surface the full breadth of cross-team intelligence.\nBut perhaps the most important takeaway is what Aksia is choosing not to do with AI. Harry makes a sharp distinction between using AI to generate longer diligence reports and using it to produce shorter, sharper, more data-driven ones. In his view, firms that let AI inflate their output are eroding, not enhancing, their value proposition.\nWhat You'll Learn:How Aksia uses its 150,000+ deal database to benchmark any new manager or co-investment opportunity against 20 years of private markets dataWhy being able to say 'no' quickly, to managers, to co-investments, is just as strategically valuable as identifying the right opportunitiesHow AI has dissolved the silos between Aksia's hedge fund, private equity, private credit, and real assets teams,...","thumbnail_url":"https://img.transistorcdn.com/QigjduDJIqFTeeJFynBiyzGolv4eHG5zocOf8vY173o/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9hZGY5/NTNkMjIzZGE0NWFj/YWEzYzY0ODU1ZTYx/NzE2Zi5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}