Long Lake CEO Claims AI Makes Employees So Productive They Cannot Leave
"If you now leave Long Lake or you leave one of our partner companies to go to a competitor, you have to start doing all this mundane work again that you, 25% of your day, 30% of your day, you have to go do that again. It's like giving up email or something. You're not gonna, it's just, so actually we've started to become a real talent magnet in these industries."
About this episode
On this episode of No Priors, host Elad Gil interviews Alex Taubman, co-founder and CEO of Long Lake Management, who recently announced a $6.3 billion acquisition of American Express Global Business Travel in what may be the world's first AI-driven take-private transaction. Long Lake has previously acquired around 30 companies across multiple verticals including HOA management, HR services, and specialty tax, transforming them using a proprietary horizontal AI platform called Nexus. Taubman describes a model that contradicts traditional private equity cost-cutting: instead of layoffs, Long Lake deploys AI to make employees radically more productive, enabling organic growth acceleration from 0-5% to over 20% annually in targeted industries. The firm positions itself as a long-term owner in the Berkshire Hathaway mold rather than a short-term flipper, attracting talent from top firms like Palantir, Ramp, and Robinhood on the engineering side, and GTCR, Blackstone, and TPG on the M&A side. Taubman argues that co-locating engineers with frontline employees creates a tight feedback loop for applied AI development, and that ownership alignment—rather than arms-length software sales—drives superior outcomes. He claims employee retention has surged because workers experience AI augmentation as irreversible, comparing leaving for a competitor to giving up email. The episode explores why Long Lake wins competitive bidding processes, the role of founder rollover equity, and Taubman's thesis that AI adoption remains under 1% in real enterprise use cases, leaving vast market opportunity in a $20+ trillion TAM across service industries.
Key takeaways
- Long Lake Management announced a $6.3 billion take-private of American Express Global Business Travel, described as the world's first AI-driven buyout of this scale.
- Taubman claims Long Lake's AI platform boosted organic growth from 0-5% to over 20% annually in the HOA industry by making employees significantly more productive.
- The firm has acquired 30 companies and deploys its Nexus AI platform within days, creating instant time savings and margin improvements across verticals.
- Taubman argues employee retention has surged because workers cannot return to manual workflows after experiencing AI tools, comparing it to giving up email.
- Long Lake recruits engineers from Palantir, Ramp, Robinhood, and Glean, and M&A talent from GTCR, Blackstone, and TPG, combining technical and deal expertise.
- The firm encourages founder rollover equity in acquisitions, positioning itself as a long-term Berkshire-style owner rather than a short-term private equity flipper.
- Taubman estimates real enterprise AI penetration at roughly 1%, with 99% of small businesses lacking resources to implement transformation independently.