Bringing AI Agents to On-Premises Data

OpenAI and Dell Technologies have announced a strategic partnership to deploy Codex—OpenAI's coding and agentic AI model—directly within enterprise hybrid and on-premises environments. This collaboration aims to solve the primary friction point for large organizations: the need to run AI agents where their most sensitive data, documentation, and business systems already reside, rather than relying solely on cloud-based infrastructure.

Integration with Dell Infrastructure

The partnership focuses on two core Dell platforms:

• Dell AI Data Platform: Codex will connect directly to this platform, allowing agents to access governed, internal enterprise data. This proximity is intended to improve the utility of AI agents in tasks like code review, incident response, and cross-tool workflow coordination.
• Dell AI Factory: The companies are exploring ways to integrate Codex, ChatGPT Enterprise, and other API-based solutions with the Dell AI Factory. This will enable businesses to manage systems of record, run automated tests, and deploy AI applications within their existing, secure infrastructure.

Scaling Agentic Workflows

While Codex originated as a coding tool, OpenAI reports it is increasingly used for broader agentic tasks, such as routing product feedback, qualifying leads, and preparing reports. By moving these capabilities on-premises, the partnership provides a path for enterprises to treat AI agents as repeatable, secure systems for production work, balancing the need for advanced model reasoning with the strict security and governance requirements of large-scale organizations.