Скачать или смотреть How AI Is Transforming Private Equity : Episode 48 with Ercan Ucak, Peter Memon and David Gleason.

Artificial intelligence is reshaping how private equity firms source deals, conduct due diligence, and make investment decisions at scale. In this episode of All in on Data Pod, hosts Peter Memon and David Gleason are joined by Ercan Ucak to break down the fundamentals of private equity and explore how AI, modern data infrastructure, and analytics are transforming investment workflows. The conversation begins with a private equity 101 foundation before moving into how firms use data to filter signal from noise, prioritize high-fit opportunities, and align investments with long-term strategy.

Rather than replacing human judgment, AI is discussed as a force multiplier for investors, enabling teams to move faster, analyze more information, and compete more effectively. Peter, David, and Ercan examine real-world AI use cases in private equity, including deal sourcing, diligence, risk assessment, and portfolio monitoring, while also addressing the limits of automation and the dangers of over-reliance on models. The discussion highlights why strong data foundations, thoughtful implementation, and human context remain critical when building data-driven investment processes.

This episode is designed for investors, operators, analysts, and anyone interested in how private equity, artificial intelligence, and data-driven decision-making intersect in modern finance. If you’re looking for a practical introduction to private equity, a realistic perspective on AI in investing, or insight into how leading firms are using data to build competitive advantage, this conversation offers a grounded and forward-looking view of the future of private markets.

Chapters
00:00:00 – Is AI the Problem or the Solution?
00:02:11 – Private Equity 101
00:15:23 – How Investors Actually Use AI Today
00:19:45 – Filtering Deals Before Humans Get Involved
00:24:30 – The Cost of Bad Data in Finance
00:29:10 – Automating the First Pass of Diligence
00:34:40 – Organizational Resistance to AI
00:40:00 – Scaling Insight Without Scaling Headcount
00:44:15 – Where Humans Still Matter Most
00:47:30 – The Future of Data-Driven Private Equity

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

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