Dipanjan "DJ" Deb
Showing 1–2 of 2 transcripts.
- Milken Institute1h 14m
Navigating Liquidity Challenges in Private Equity | Global Conference 2026
Ivan Lehon, Jenny Chan, Dipanjan "DJ" Deb, Dean Mihas, Yann Robard, Jonathan D. Sokoloff, Paul Taubman, DJ, Jan Robart
Private equity leaders characterize the current liquidity environment as a crisis marked by valuation gaps and extended hold periods, prompting a strategic pivot from traditional IPOs and M&A toward continuation vehicles as a permanent structural solution. Panelists from firms including Francisco Partners, Leonard Green, and Dawson Partners highlight how AI-driven margin improvements and revised underwriting practices are redefining value creation while raising the stakes for fund exits that must now prioritize tangible DPI over theoretical IRR. This shift has spurred the largest single-asset continuation vehicle funds to date and is forcing the industry to adapt fund structures beyond the traditional 10-year model to manage a surplus of private assets against constrained public market capacity.
- Milken Institute58 min
AI and Digital Transformation's Impact on Investing | Global Conference 2025
David Steinberg, Jim Breyer, Dipanjan "DJ" Deb, Greg Emerson, Dennis Gada, Jodie Wallis, Shanali Basak
A panel of industry leaders including Jodi, Dennis, DJ, Greg, and Jim established a consensus that organizations must adopt a hybrid "build, buy, and partner" strategy, favoring external foundational models while retaining in-house development for specific strategic assets. The discussion highlighted acute shortages of top-tier mathematical talent and warned of critical risks ranging from quantum decryption threats to deepfake fraud, necessitating robust, materiality-based governance frameworks. Looking forward, experts predicted AI will act as a catalyst for enterprise transformation and private equity value creation, though they cautioned that true value lies in revenue growth rather than mere productivity gains or marketing hype.