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OpenAI and Thrive Test New Enterprise AI Model

Linda Torries – Tech Writer & Digital Trends Analyst by Linda Torries – Tech Writer & Digital Trends Analyst
December 2, 2025
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OpenAI and Thrive Test New Enterprise AI Model
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Introduction to Thrive Holdings and OpenAI Partnership

Thrive Holdings’ push to modernise accounting and IT services is entering a new stage, as OpenAI prepares to take an ownership stake in the company and place its own specialists inside Thrive’s businesses. In doing so, OpenAI is testing an AI-driven model that pairs capital, sector expertise, and embedded technical teams. Thrive started its holding company earlier this year to buy and manage firms in day-to-day service industries. Its aim has been to rebuild these companies with more efficient processes, new data practices, and practical uses of AI.

A Test Case for Bringing AI into Core Operational Work

While most enterprise discussions about AI tend to revolve around pilots and proof-of-concepts, Thrive is taking a different approach: buying companies outright and redesigning how they run. Its two current businesses – Crete Professionals Alliance (accounting) and Shield Technology Partners (IT services) – employ more than 1,000 people. Thrive has committed $500 million to Crete and, together with ZBS Partners, more than $100 million to Shield. For companies watching from the outside, the appeal is clear. These industries carry heavy workloads, manual tasks, and tight margins. They also handle sensitive data and operate under strict deadlines. Any AI system introduced into that environment needs domain context, training, and adjustments that fit local processes – not generic automation.

How Thrive’s Companies are Using AI

Crete has already begun using AI to cut down routine tasks like data entry and early-stage tax workflows. Shield is on track to complete 10 acquisitions by the end of the year, giving Thrive a base of IT operations which it intends to redesign with new tools and methods.

What OpenAI Gains

OpenAI is under pressure to find real, enterprise-scale use cases for its models. Investors value the company at roughly $500 billion, and its long-term commitments include about $1.4 trillion in infrastructure spending through 2033. To justify those figures, it is betting that businesses will spend heavily on tools that help them work faster and handle complex tasks at volume. By taking a stake in Thrive Holdings, OpenAI gains something it cannot produce on its own: access to companies where it can experience models in day-to-day working, and training specialists on real operations.

Partnership Details

Joshua Kushner, founder of both Thrive Capital and Thrive Holdings, said, “We are excited to extend our partnership with OpenAI to embed their frontier models, products, and services into sectors we believe have tremendous potential to benefit from technological innovation and adoption.” The partnership also gives OpenAI a path to collect value from the engineering support it provides. Its team will develop custom models for Thrive’s companies and embed researchers and engineers on site, according to partner Anuj Mehndiratta, who oversees product and technology strategy at Thrive Holdings.

What Enterprises Can Learn from This Approach

For many companies, the hardest part of using AI is not the model but the redesign of existing work. Thrive’s strategy reflects a shift toward deeper integration, where AI teams sit inside the business units they support rather than acting as external advisers. The model lets companies:

  • Build tools shaped around real workflows, not abstract use cases
  • Train models on controlled, high-quality data
  • Reduce the gap between engineering teams and front-line employees
  • Test changes faster, with direct feedback from staff

The Wider Competitive Landscape

The deal lands at a time when AI companies are trying to anchor themselves inside major enterprise accounts. Anthropic is reaching more businesses through Microsoft partnerships, and Google is drawing interest with its latest model and has seen its market value rise as companies explore new AI options. OpenAI, meanwhile, has taken stakes in partners like AMD and CoreWeave to support its long-term infrastructure needs. OpenAI also expanded its reach on Monday this week, announcing a separate agreement with Accenture. Its ChatGPT Enterprise product will be rolled out to “tens of thousands” of Accenture employees, giving OpenAI another route into large-scale corporate use.

A Possible Blueprint

If Thrive’s companies show meaningful improvement in how they operate, the model could influence how other enterprises think about AI transformation. Rather than layering tools on top of old processes, some may move toward deeper restructuring, guided by technical teams that understand both the model and the business.

Conclusion

Thrive Holdings serves as a live case study of what this approach looks like when applied to industries that rarely make tech headlines but form the backbone of day-to-day business operations. As AI continues to evolve, it will be interesting to see how this partnership between Thrive Holdings and OpenAI plays out and what lessons can be learned from their approach to integrating AI into core operational work.

FAQs

  • What is Thrive Holdings, and what is its goal?
    Thrive Holdings is a company that aims to modernise accounting and IT services by buying and managing firms in these industries and rebuilding them with more efficient processes, new data practices, and practical uses of AI.
  • What is OpenAI’s role in the partnership?
    OpenAI is taking a stake in Thrive Holdings and will provide custom models, products, and services to Thrive’s companies, as well as embed researchers and engineers on site to support the integration of AI into their operations.
  • What can enterprises learn from this approach?
    Enterprises can learn the importance of deeper integration of AI into their operations, building tools shaped around real workflows, training models on controlled data, reducing the gap between engineering teams and front-line employees, and testing changes faster with direct feedback from staff.
  • How does this partnership fit into the wider competitive landscape of AI companies?
    The partnership between Thrive Holdings and OpenAI is part of a larger trend of AI companies trying to anchor themselves inside major enterprise accounts, with other companies like Anthropic and Google also making moves in this space.
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Linda Torries – Tech Writer & Digital Trends Analyst

Linda Torries – Tech Writer & Digital Trends Analyst

Linda Torries is a skilled technology writer with a passion for exploring the latest innovations in the digital world. With years of experience in tech journalism, she has written insightful articles on topics such as artificial intelligence, cybersecurity, software development, and consumer electronics. Her writing style is clear, engaging, and informative, making complex tech concepts accessible to a wide audience. Linda stays ahead of industry trends, providing readers with up-to-date analysis and expert opinions on emerging technologies. When she's not writing, she enjoys testing new gadgets, reviewing apps, and sharing practical tech tips to help users navigate the fast-paced digital landscape.

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