Venture capital firms are adopting a new strategy to accelerate artificial intelligence (AI) adoption in industries where software implementation has lagged, by acquiring legacy companies outright and rebuilding them around AI from within, rather than simply selling AI tools to these firms [1]. This approach, known as the 'AI rollup,' has recently made significant moves into public markets. Notably, General Catalyst and Trian executed a $7.6 billion take-private deal for Janus Henderson (JHG) in December, while Long Lake Management agreed in May to take American Express Global Business Travel (GBTG) private for $6.3 billion, representing a 65% premium [1].
General Catalyst managing director Madhu Namburi described the strategy as 'service as software,' a twist on the software-as-a-service (SaaS) model that focuses on scaling services businesses with AI to drive growth without proportionally increasing costs [1]. Venture firms such as General Catalyst, Thrive Capital, Lightspeed, and Andreessen Horowitz are actively participating in this trend, targeting sectors like healthcare, accounting, insurance, customer service, property management, and construction—industries where software adoption has traditionally been slow [1]. Thrive Capital, for example, has deployed over $1 billion in capital and recently backed an AI rollup of regional accounting firms [1].
The AI rollup model contrasts with traditional private equity, which typically relies on financial engineering and margin optimization. Instead, the new approach emphasizes growth by using AI to scale customer-facing teams and reinvesting cash flows into further acquisitions [1]. Long Lake Management exemplifies this strategy, having acquired more than 30 businesses across various sectors and operating a proprietary AI platform, Nexus, which is tailored to the specific workflows of each industry [1]. According to Long Lake CEO Alex Taubman, Nexus outperforms general-purpose AI models like Claude or ChatGPT by a factor of five in internal evaluations [1].
Long Lake's strategy involves holding acquired companies permanently, similar to Berkshire Hathaway's approach, and embedding engineers within these businesses to ensure durable transformation [1]. Most of Long Lake's engineering talent has been sourced from Ramp, further strengthening its AI capabilities [1].
CONCLUSION
Venture capital's AI rollup strategy is reshaping the buyout landscape, with major deals targeting legacy industries and emphasizing long-term growth through AI integration. This approach is challenging traditional private equity models and could accelerate AI adoption in sectors historically slow to embrace technology. The market impact is significant, as evidenced by high-profile take-private transactions and substantial capital commitments.