OpenAI is creating a new enterprise-focused business called OpenAI Deployment Company with more than $4 billion in initial committed investment. The company also announced the acquisition of Tomoro, a consulting firm specializing in enterprise AI implementation, as it accelerates efforts to expand adoption of ChatGPT and other OpenAI systems inside large organizations.

According to OpenAI, the new unit will help companies build and deploy AI systems by embedding specialized engineers and deployment teams directly within customer organizations. These teams will work alongside corporate departments to identify operational areas where AI systems can automate workflows, improve productivity, or support decision-making.

The acquisition of Tomoro will immediately add around 150 AI engineers and deployment specialists to the business. Tomoro was established in 2023 through a partnership aligned with OpenAI and has worked with companies including Mattel, Red Bull, Tesco, and Virgin Atlantic.

OpenAI said the deployment venture is structured as a multi-year partnership between OpenAI and 19 investment firms. The initiative is led by TPG, with Advent International, Bain Capital, and Brookfield Asset Management acting as co-lead founding partners.

The launch comes as OpenAI intensifies its enterprise expansion efforts following widespread consumer adoption of ChatGPT. The company has increasingly focused on securing long-term corporate contracts and integrating AI systems into business operations at scale.

OpenAI Moves Beyond Software Licensing

The creation of OpenAI Deployment Company signals a broader shift in how frontier AI firms are approaching enterprise adoption. Instead of only selling access to AI models through APIs or subscriptions, OpenAI is building a dedicated implementation business designed to help customers operationalize AI across complex organizations.

The strategy reflects a growing reality in enterprise AI: deploying advanced models often requires extensive customization, workflow integration, governance planning, and technical support. Many companies lack internal expertise to manage those processes independently.

By embedding engineers directly inside client organizations, OpenAI is adopting an approach closer to enterprise consulting and systems integration firms than conventional software vendors. The model resembles how companies such as Palantir Technologies work with customers to integrate AI and data systems into operational workflows.

Enterprise AI Services Become A Competitive Battleground

The announcement also highlights increasing competition between leading AI companies for enterprise market share. OpenAI’s expansion comes as Anthropic continues gaining traction with its Claude models across corporate customers.

As previously reported, both OpenAI and Anthropic were exploring acquisitions of AI deployment and consulting firms as part of broader enterprise strategies. The sector has become strategically important because large organizations often require ongoing implementation support rather than standalone model access.

The new venture also gives OpenAI a larger operational footprint inside customer environments, potentially strengthening long-term relationships and increasing dependence on its infrastructure and models.

OpenAI said it will provide the European Union with access to GPT-5.5-Cyber, a cybersecurity-focused version of its latest AI model, as Brussels expands oversight of advanced AI systems and cyber capabilities. The announcement marks a significant step in the EU’s effort to directly evaluate frontier AI models before wider deployment.

According to OpenAI, European businesses, governments, cybersecurity authorities, and institutions including the EU AI Office will receive access to the model as part of a limited preview program for vetted cybersecurity teams. The company said the initiative falls under a broader “OpenAI EU Cyber Action Plan” focused on improving defensive cyber capabilities across Europe.

The move comes roughly one month after Anthropic introduced Mythos, its advanced cybersecurity-focused model that sparked concerns among governments and enterprises because of its ability to identify software vulnerabilities at large scale. Unlike OpenAI, Anthropic has not yet granted EU institutions preview access to the model.

European Commission spokesperson Thomas Regnier confirmed that OpenAI has already exchanged information with the Commission and that additional meetings are scheduled this week to discuss access and oversight arrangements.

“We welcome OpenAI’s transparency and intent to give commission access to new model,” Regnier said during a press briefing. He added that the arrangement would allow European authorities “to follow deployment of the model very closely, and address security concerns.”

Regnier said the Commission has also held “four or five” meetings with Anthropic regarding Mythos, but discussions remain at an earlier stage.

“The discussions with Anthropic are not yet at the same stage as the solution we have on the table from OpenAI,” he said.

OpenAI framed the agreement as part of a broader push toward collaborative oversight of cyber-capable AI systems.

“AI labs like ours shouldn’t be the sole arbiters of cyber safety as resilience depends on trusted partners working together,” said George Osborne, OpenAI’s head of OpenAI for Countries.

He added that advanced cyber models “should be available for Europe’s many defenders, not just the few.”

Europe Pushes For Direct Access To Frontier AI Systems

The agreement reflects how European regulators are moving beyond traditional compliance discussions and toward direct technical engagement with frontier AI models. Rather than relying only on company disclosures, EU institutions are increasingly seeking hands-on access to evaluate deployment risks, security implications, and potential misuse scenarios.

Cybersecurity models have become a particular focus because of their dual-use nature. Systems capable of identifying vulnerabilities can help defenders secure critical infrastructure, but they can also accelerate offensive cyber operations if misused.

OpenAI’s decision to provide access gives the company a more cooperative position with European regulators at a time when AI oversight under the EU AI Act is becoming more aggressive and technically detailed.

Anthropic Faces Growing Pressure Over Mythos Access

Anthropic’s reluctance to provide similar access to Mythos could increase regulatory pressure as governments demand greater visibility into frontier AI systems with national security implications.

Mythos has already attracted attention because of reports that it uncovered tens of thousands of software vulnerabilities, including flaws in widely used infrastructure and legacy systems. Anthropic has restricted access to the model because of concerns that the findings could be exploited by malicious actors.

The divergence between OpenAI and Anthropic also highlights an emerging split in how leading AI labs approach government oversight. Some companies are moving toward structured collaboration with regulators and security agencies, while others remain more cautious about sharing highly capable cyber models before safeguards and patching processes are in place.

Elon Musk said xAI will no longer operate as an independent business and will instead be fully integrated into SpaceX under a new structure called SpaceXAI. The consolidation combines Musk’s AI models, social platform infrastructure, supercomputing operations, and aerospace systems into a single organization.

The announcement came alongside a new compute agreement between SpaceXAI and Anthropic. Under the deal, Anthropic will gain access to Colossus 1, a large AI supercomputer cluster originally developed by xAI. Musk confirmed on X that “xAI will be dissolved as a separate company” and that products including Grok will continue under the SpaceXAI name.

The restructuring follows an earlier all-stock transaction in which SpaceX acquired xAI at valuations reportedly placing SpaceX near $1 trillion and xAI around $250 billion. The combined structure is valued at roughly $1.25 trillion.

Under SpaceXAI, Grok development, AI infrastructure, and future compute projects will operate directly within SpaceX management. The move also places major infrastructure systems such as the Colossus supercomputer clusters under the same organization responsible for launch systems, satellite operations, and Starlink.

Musk acknowledged operational issues inside xAI before the restructuring, saying publicly that the company “was not built right first time around.” The reorganization follows months of executive departures at xAI, where nearly all original co-founders had reportedly left by March.

Anthropic’s agreement with SpaceXAI includes access to more than 300 megawatts of compute capacity through Colossus 1, including over 220,000 NVIDIA GPUs spanning H100, H200, and GB200 accelerators. Musk said discussions with Anthropic leadership convinced him the company was approaching AI development responsibly, though he added that SpaceXAI reserves the right to reclaim compute capacity if systems “engage in actions that harm humanity.”

SpaceXAI Centralizes Compute And Infrastructure

The consolidation gives Musk direct control over a vertically integrated AI stack that includes compute infrastructure, model development, satellite networking, and launch systems. Analysts said combining those operations under one structure could simplify capital deployment and accelerate expansion of AI infrastructure projects.

The integration is particularly significant because AI companies are increasingly constrained by access to power, GPUs, cooling systems, and data center capacity. SpaceX already controls launch infrastructure, satellite communications, and large-scale engineering operations, which could become strategically valuable if AI compute continues expanding at current rates.

The move also changes the role of Colossus infrastructure inside Musk’s AI strategy. Leasing large portions of Colossus 1 to Anthropic allows SpaceXAI to monetize existing GPU assets while focusing internal development on newer systems such as the planned Colossus 2 cluster.

Orbital Compute Becomes A Core Strategy

SpaceXAI is also pushing more aggressively into orbital AI infrastructure. Earlier plans outlined the possibility of space-based data centers powered by solar energy and supported through Starship launches, with the goal of overcoming terrestrial limitations tied to electricity availability, cooling requirements, and land use.

The restructuring places those orbital compute ambitions directly under the same organization operating Starlink and reusable launch systems. That integration could allow SpaceXAI to coordinate launch cadence, satellite networking, power systems, and AI infrastructure development more tightly than conventional cloud providers.