OpenAI and Anthropic are each establishing joint ventures with private equity firms to negotiate acquisitions of service companies that assist clients in deploying artificial intelligence. The new joint venture formed by OpenAI has advanced to late-stage discussions for three separate acquisition deals. According to five informed sources, the two AI companies plan to integrate hundreds of engineers and consultants through these acquisitions to help businesses implement their AI models in practical applications. These moves signal a new front in the competition for AI market share between the two firms. While both have primarily focused on developing more powerful AI models, achieving scalable deployment requires different expertise—capabilities they now aim to acquire. Previous reports indicate that OpenAI is raising approximately $4 billion from 19 investors, including TPG, Bain Capital, and Brookfield Asset Management, through its joint venture. One source mentioned that the venture, named "The Deployment Company," is set to be officially announced later this week. Meanwhile, Anthropic is pursuing a similar strategy. It is reportedly raising $1.5 billion from investors such as Blackstone, Hellman & Friedman, and Goldman Sachs. A significant portion of the funds raised through these joint ventures is expected to be used for acquiring engineering services and consulting firms. This trend highlights a central paradox in the corporate AI industry: while often portrayed as a high-margin software business that could reduce the need for consultants, AI still heavily depends on labor-intensive, high-skill services. Companies require engineers and consultants to customize AI models for their specific data, systems, and processes, and to continuously adapt the software as business needs evolve. Jon Gray, President and Chief Operating Officer of Blackstone, stated that hiring highly skilled professionals will "help break one of the biggest bottlenecks in enterprise AI adoption." This approach mirrors the model used by Palantir Technologies Inc., which embeds engineers within client operations to implement and tailor its software. The AI industry is now adopting this strategy on a large scale. The move also suggests that as OpenAI and Anthropic build dedicated deployment divisions, they may consolidate a fragmented market of small consulting and IT service providers. Referring to Anthropic's joint venture, Gray added, "We believe that by increasing the number of highly skilled implementation partners, we can help break one of the biggest bottlenecks in enterprise AI adoption."