Where AI Is (and Isn’t) Creating Value
Host Hugh MacArthur convenes leading private equity investors from Vista, Hg, Advent, CVC, KKR, and Apollo to evaluate where artificial intelligence is driving real value versus where it remains in experimental stages. The discussion explores proprietary enterprise data architecture, peer benchmarking to drive operational adoption, AI-powered investment committee tools, leadership culture, and practical portfolio-wide rollout strategies.
- David Sambur, co-head of private equity at Apollo, structures AI deployment across three clear tracks: portfolio operations, investment evaluation, and internal firm productivity. Read →
- David Toms, partner at Hg, avoids top-down sponsor mandates by using executive ego and peer collaboration to drive operational improvements across dozens of B2B software assets. Read →
- Advent International tracks more than 80 AI initiatives across 30 North American portfolio companies, spanning early pilots, full rollouts, and commercial products. Read →
- Pete Stavros reports that across roughly 250 portfolio companies, AI serves as an incremental operational lever rather than a core thesis for underwriting buyouts. Read →
- In January 2020, CVC CEO Rob Lucas took the firm's entire leadership team to Singularity University to study exponential technological curves. Read →
- Less than 1% of enterprise data has been absorbed by large language models, explaining the massive gap between corporate experimentation and working production systems. Read →