Taubman: 30-40% AI efficiency gives service businesses software-like incremental margins
Alexander Taubman · Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman · May 11, 2026 · at 20:49
Alexander Taubman, CEO of Long Lake Management, describes how applying AI automation to legacy service companies fundamentally shifts their unit economics.
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“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 incremental margins. And that allows you to invest more in growth, be more growth oriented.”
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