OpenAI has acquired a stake in investment firm Thrive Holdings, an apparent strategic push to accelerate artificial intelligence (AI) adoption within major enterprise operations via direct integration rather than external partnerships.

Both companies hope to establish a repeatable framework that businesses and industries can follow when integrating advanced AI capabilities into core operations.

The collaboration positions OpenAI to embed its advanced AI models deep inside companies owned by Thrive Holdings, which acquires and builds businesses primed for technology-driven transformation. Under the agreement, OpenAI will deploy research, product, and engineering teams directly within these portfolio companies to drive operational improvements and enhance service delivery.

The initiative will initially target accounting and IT services — industries characterized by high-volume, rules-based workflows where AI-powered automation promises immediate efficiency gains. Both companies consider those sectors as proving grounds for a broader transformation model that could eventually scale across multiple industries.

“AI is redefining how enterprises are built and deliver value for customers,” said Brad Lightcap, OpenAI’s chief operating officer. “This partnership with Thrive Holdings is about demonstrating what’s possible when frontier AI research and deployment are rapidly deployed across entire organizations to revolutionize how businesses work and engage with customers.”

The partnership represents a shift in how AI technology enters established industries. Rather than transforming sectors “from the outside in” through third-party software adoption, Thrive Holdings CEO Joshua Kushner envisions change “from the inside out” as domain experts embed AI as a native tool within their operations.

“The businesses we acquire represent the right reward systems for this evolution, bringing together industry expertise and real-world data that can help improve models on specific tasks and capabilities,” Kushner said.

Thrive Holdings believes the partnership demonstrates how frontier AI can rapidly improve accuracy, reduce operational costs, and strengthen customer engagement when deployed comprehensively throughout an organization.

The deal comes as OpenAI explores new ways to commercialize its technology beyond software licensing and API access. By taking equity positions and embedding teams within operating companies, OpenAI gains direct insight into enterprise workflows while creating case studies for industry-wide AI adoption.