No Priors: Artificial Intelligence | Technology | Startups Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman
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May 11, 2026 
Alexander Taubman, co-founder and CEO of Long Lake Management, who builds and scales service businesses with a horizontal AI platform. He explains Long Lake’s Nexus platform and how it automates workflows across diverse industries. He discusses why Long Lake buys and transforms companies instead of just selling software. He outlines the vision for taking Amex GBT private and AI-powered growth.
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Nexus Platform Enables Fast AI Deployment
- Long Lake built a horizontal AI platform called Nexus that is ~80% shared across verticals to speed deployments.
- Nexus sits between models and data/workflows, letting Long Lake deploy AI into an acquired company's workflows in days instead of a year.
AI Turns Slow Growers Into High Growth Businesses
- Long Lake focuses on driving growth and customer experience rather than pure cost cutting, using AI to give employees capacity to serve more customers.
- Result: acquisitions that grew 0–5% now grow 20%+ organically due to improved productivity and CAC dynamics.
AI Creates A Talent Retention Flywheel
- Giving employees AI superpowers reduces mundane work, which becomes a talent magnet and raises retention across acquisitions.
- More productive employees can be paid more, reinforcing retention and creating a flywheel of better hires.