Alexander Taubman discusses how Long Lake Management's AI deployment accelerated top-line organic growth in acquired homeowner association management businesses.
Insight
Taubman: 30-40% AI efficiency gives service businesses software-like incremental margins
“What we've done with AI is when you make your existing teams 30, 40% more efficient and they can handle more customers it changes the whole mindset of the organization. Now you're growing, you look like a software company now where you're now growing with High…”
Insight
Taubman: Direct ownership drives better business outcomes than selling SaaS
“We think that you can drive better win-win business outcomes with deeper alignment. And so by actually owning the companies and owning those customer relationships directly, we can drive better, better results. Software companies are wonderful. We partner with…”
Assertion Not checkable as stated
Taubman: 80% of Long Lake's AI platform infrastructure is shared across verticals
“I'd say roughly 80% of the infrastructure is shared across the verticals, and then there's a lot of work to take it and deploy it into those end markets, and the deployment involves mapping workflows, understanding data sources, cleaning up data sources, integ…”
Assertion Not checkable as stated
Taubman: Long Lake deploys AI to acquired companies within days
“In the beginning, it took us over a year with our first acquisitions to actually, you know, find the real potential of AI and see it in the business outcomes. But now within days of partnering with a company, we can deploy this very quickly and see immediate i…”
Disclosure
Taubman: Talent leaves legacy PE for Long Lake's AI-native approach
“We have folks from Blackstone, TPG, HIG, and mostly the reason they come to Long Lake is because, you know, even though these firms are extraordinary firms at what they do, they're not AI native.”
Insight
Taubman: AI transformation of service businesses requires a two-to-five-year cycle
“You can't do this in a year. You can't do this even in two years, three years. This is a multi-year transformation. These are these are sort of compounding effects where as you, as we talked about earlier, as you sort of give your people better tools, you get …”