New 'AI-Native' Holding Companies Emerge
Venture capitalists are increasingly becoming operators by launching AI-native holding companies designed to acquire and automate service-based businesses. One such firm, Dragonfly, was launched by Misha Saul and Benjamin Plummer to execute a "buy and automate" strategy. This trend reflects a broader shift in private markets, where investors are prioritizing operator-led buyouts and AI-powered rollups of cash-flow-generative businesses.
- The core strategy of AI rollups is to acquire businesses in fragmented, labor-intensive industries and then deploy artificial intelligence to automate core processes, with the goal of transforming them into tech-enabled companies with software-like profit margins. This model focuses on internal transformation rather than selling software to external clients. - Dragonfly's co-founder, Benjamin Plummer, previously served as the CEO of Invisible Technologies, a company that provided AI "post-training" services for major tech companies like OpenAI, Google, and Meta, and grew its annual recurring revenue to over $150 million. This background provides experience in applying AI to service-based operations. - Target industries for this "buy and automate" strategy are often service-based sectors that have been slow to adopt new technology, such as property services, financial services, accounting, and compliance. These industries are considered ripe for disruption because their manual, knowledge-work processes can be significantly automated. - Prominent venture capital firms like Thrive Capital, Khosla Ventures, and General Catalyst are actively backing the AI rollup model. For example, Thrive Capital has raised $1 billion for a fund specifically dedicated to acquiring and transforming legacy businesses with AI. - The financial thesis behind AI-native holding companies is a form of arbitrage: buy traditional service businesses at lower valuation multiples, increase their margins and efficiency through AI, and achieve a higher valuation more akin to a technology company. - This model represents an evolution of the traditional private equity "roll-up" strategy, which historically focused on gaining efficiencies through economies of scale and consolidation. The key difference is the use of AI to fundamentally reshape cost structures and enhance service delivery, rather than just combining operations. - Dragonfly's initial funding round raised $2 million from institutional investors Side Stage Ventures and Marbruck Investments, as well as several family offices and angel investors. The firm is targeting established, stable businesses with valuations between AUD $20 million and $30 million for its initial acquisitions.
