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  1. No Priors: Artificial Intelligence | Technology | Startups
  2. Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman
Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups · May 11, 2026

Long Lake CEO Alex Taubman on their 'AI take private' playbook: acquiring firms and deploying their Nexus AI platform to boost growth & productivity.

Long Lake retains top talent by giving employees AI "superpowers" that eliminate mundane work

The firm's AI platform automates 25-30% of an employee's tedious tasks. This makes work more engaging and creates a powerful retention tool; employees are reluctant to leave for competitors where they would have to resume manual work. This advantage turns their portfolio companies into talent magnets.

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman thumbnail

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups·3 days ago

AI enables software-like margins in service businesses by decoupling revenue growth from headcount

In labor-intensive service industries, growth is painful as it requires proportional hiring, yielding low margins. AI breaks this cycle by making existing teams 30-40% more efficient. This allows companies to scale revenue with high incremental margins, transforming their financial profile to resemble a software company's.

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman thumbnail

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups·3 days ago

Long Lake's M&A model bypasses SaaS sales for tighter feedback loops and guaranteed AI adoption

Instead of selling software, Long Lake acquires companies to implement its AI platform. This ownership model creates a tight feedback loop between engineers and employees (the end-users), ensuring better change management, faster innovation, and superior business outcomes compared to a traditional vendor relationship.

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman thumbnail

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups·3 days ago

Realizing AI's value in acquisitions requires a long-term ownership model, not a short-term PE flip

Long Lake adopts a Berkshire Hathaway-style buy-and-hold strategy. They argue that the benefits of AI transformation—where better tools attract better talent, improving service and driving growth—are compounding effects that take 3-5 years to fully materialize, making the traditional short-term private equity model suboptimal.

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman thumbnail

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups·3 days ago

Successful AI-driven M&A requires a rare blend of private equity, elite engineering, and change management skills

Long Lake's model succeeds by integrating three typically siloed competencies: private equity deal-making, top-tier AI engineering, and hands-on change management. They were purpose-built to combine these skills, allowing them to not only acquire companies but also effectively transform them with technology from day one.

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman thumbnail

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups·3 days ago

Contrary to layoff narratives, Long Lake's AI productivity gains lead to more hiring and faster growth

Long Lake focuses on using AI to drive top-line growth and enhance customer experience, not to cut costs. By making employees more productive, they can serve more customers, fueling organic growth from 0-5% to over 20% annually. This proves AI can be a positive-sum tool that creates jobs by enabling expansion.

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman thumbnail

Amex Global Business Travel: The World’s First AI Take Private with Long Lake CEO Alexander Taubman

No Priors: Artificial Intelligence | Technology | Startups·3 days ago